pak::pak("christelinda-laureijs/patchclampplotteR")

Libraries

libraries I might need

library(patchclampplotteR)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(ggplot2)
library(ggsignif)
library(ggtext)
library(ggforce)
library(ggpubr)
library(here)
## here() starts at /Users/ruby/Documents/github/honours

Importing Data

Importing Cell Characteristics

cell_characteristics <- import_cell_characteristics_df("Data/Cell-Characteristics.csv")
## Warning: There were 14 warnings in `dplyr::mutate()`.
## The first warning was:
## ℹ In argument: `R_a = lapply(stringr::str_split(.data$R_a, pattern = ", "), FUN
##   = as.numeric)`.
## Caused by warning in `lapply()`:
## ! NAs introduced by coercion
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 13 remaining warnings.
cell_characteristics
##      letter  cell    sex      X      Y age animal  synapses treatment category
## 1      RMA3 2.1.2 Female 154.36 558.85  32      2 Glutamate   Control        2
## 2      RMA4 2.2.1 Female 484.66 478.04  32      2 Glutamate   Control        2
## 3       LS1       Female     NA     NA  NA     NA Glutamate   Control        1
## 4       LS2       Female     NA     NA  NA     NA Glutamate   Control        1
## 5       LS3       Female     NA     NA  NA     NA Glutamate   Control        1
## 6       LS4       Female     NA     NA  NA     NA Glutamate   Control        1
## 7       LS5       Female     NA     NA  NA     NA Glutamate   Control        1
## 8       LS6       Female     NA     NA  NA     NA Glutamate   Control        1
## 9       LS7       Female     NA     NA  NA     NA Glutamate   Control        1
## 10      LS8       Female     NA     NA  NA     NA Glutamate   Control        1
## 11      LS9       Female     NA     NA  NA     NA Glutamate   Control        1
## 12     LS10       Female     NA     NA  NA     NA Glutamate   Control        1
## 13     RMA1 1.1.3 Female     NA     NA  30      1 Glutamate   Control        2
## 14     RMA2 1.2.1 Female 221.02 214.89  30      1 Glutamate   Control        2
## 15     RMA6 3.2.2 Female  92.98 382.40  39      3 Glutamate   Control        2
## 16     RMA8 4.2.4 Female 175.42 348.28  30      4 Glutamate   Control        2
## 17     RMA9 5.1.5 Female 229.95 496.08  36      5 Glutamate   Control        2
## 18    RMA10 5.2.1 Female 233.32 376.26  36      5 Glutamate   Control        2
## 19    RMA1A 5.4.1 Female 129.81 428.13  36      5 Glutamate     AM251        2
## 20    RMA2A 6.1.5 Female 253.47 471.10  38      6 Glutamate     AM251        2
## 21    RMA3A 7.1.5 Female 157.89 227.59  39      7 Glutamate     AM251        2
## 22    RMA4A 7.2.1 Female 175.59 350.82  39      7 Glutamate     AM251        2
## 23    RMA5A 7.4.1 Female 203.49 652.84  39      7 Glutamate     AM251        2
## 24    RMA6A 7.5.1 Female 248.21 505.27  39      7 Glutamate     AM251        2
## 25  SW1_MA1         Male     NA     NA  NA     NA Glutamate   Control        2
## 26  SW2_MA2         Male     NA     NA  NA     NA Glutamate   Control        2
## 27  SW3_MA3         Male     NA     NA  NA     NA Glutamate   Control        2
## 28  SW4_MA4         Male     NA     NA  NA     NA Glutamate   Control        2
## 29  SW5_MA5         Male     NA     NA  NA     NA Glutamate   Control        2
## 30  TW1_MA6         Male     NA     NA  NA     NA Glutamate   Control        2
## 31  TW2_MA7         Male     NA     NA  NA     NA Glutamate   Control        2
## 32  TW3_MA8         Male     NA     NA  NA     NA Glutamate   Control        2
## 33     RMR1 1.1.6 Female  89.46 552.54  32     NA Glutamate   Control        3
## 34  SW6_MN1         Male     NA     NA  NA     NA Glutamate   Control        1
## 35  SW7_MN2         Male     NA     NA  NA     NA Glutamate   Control        1
## 36  SW8_MN3         Male     NA     NA  NA     NA Glutamate   Control        1
## 37  SW9_MN4         Male     NA     NA  NA     NA Glutamate   Control        1
## 38 SW10_MN5         Male     NA     NA  NA     NA Glutamate   Control        1
## 39  TM1_MN6         Male     NA     NA  NA     NA Glutamate   Control        1
## 40  TM2_MN7         Male     NA     NA  NA     NA Glutamate   Control        1
## 41  TM3_MN8         Male     NA     NA  NA     NA Glutamate   Control        1
## 42  TM4_MN9         Male     NA     NA  NA     NA Glutamate   Control        1
## 43 TM5_MN10         Male     NA     NA  NA     NA Glutamate   Control        1
## 44     MN11         Male     NA     NA  NA     NA Glutamate   Control        1
## 45     MN12         Male     NA     NA  NA     NA Glutamate   Control        1
## 46     MN13         Male     NA     NA  NA     NA Glutamate   Control        1
## 47     RMR2 2.2.5 Female  69.31 315.97  39     NA Glutamate   Control        3
## 48     RMR4 3.2.2 Female 240.34 713.92  30     NA Glutamate   Control        3
## 49     RMR5 3.3.1 Female 124.54 352.66  30     NA Glutamate   Control        3
## 50     RMR3 2.3.1 Female  57.01 471.88  39     NA Glutamate   Control        3
## 51     RMR6 5.2.1 Female 149.98 349.97  30     NA Glutamate   Control        3
## 52    RMA9A 9.1.2 Female 120.16 228.09  37      9 Glutamate     AM251        2
## 53   RMA10A 9.3.4 Female 234.18 615.70  37      9 Glutamate     AM251        2
## 54      MR1         Male     NA     NA  NA     NA Glutamate   Control        3
## 55      MR2         Male     NA     NA  NA     NA Glutamate   Control        3
## 56      MR3         Male     NA     NA  NA     NA Glutamate   Control        3
## 57      MR4         Male     NA     NA  NA     NA Glutamate   Control        3
## 58      MR5         Male     NA     NA  NA     NA Glutamate   Control        3
## 59      MR6         Male     NA     NA  NA     NA Glutamate   Control        3
## 60      MR7         Male     NA     NA  NA     NA Glutamate   Control        3
## 61      MR8         Male     NA     NA  NA     NA Glutamate   Control        3
## 62      MR9         Male     NA     NA  NA     NA Glutamate   Control        3
## 63     MR10         Male     NA     NA  NA     NA Glutamate   Control        3
## 64     MR11         Male     NA     NA  NA     NA Glutamate   Control        3
## 65     MR12         Male     NA     NA  NA     NA Glutamate   Control        3
## 66     MR13         Male     NA     NA  NA     NA Glutamate   Control        3
## 67    RMA7A 8.1.4 Female  41.26 262.25  30      8 Glutamate     AM251        2
## 68    RMA8A 8.4.1 Female 234.17 572.72  30      8 Glutamate     AM251        2
## 69     RMR8 7.5.1 Female 101.74 436.00  32     NA Glutamate   Control        3
## 70     RMR9 8.1.2 Female 218.39 539.24  39      9 Glutamate   Control        3
## 71    RMR10 8.5.2 Female 229.80 446.26  39      9 Glutamate   Control        3
##                                                            R_a
## 1                                 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 2                                      1.9, 2.2, 2.4, 2.8, 3.2
## 3                                                            0
## 4                                                            0
## 5                                                            0
## 6                                                            0
## 7                                                            0
## 8                                                            0
## 9                                                            0
## 10                                                           0
## 11                                                           0
## 12                                                           0
## 13                                1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 14                                2.2, 2.1, 2.3, 2.6, 0.0, 4.0
## 15                                1.5, 1.6, 1.8, 2.1, 2.1, 5.1
## 16                                1.4, 1.5, 1.6, 1.7, 1.8, 1.8
## 17                                2.1, 2.2, 2.2, 2.2, 2.2, 2.3
## 18                                1.7, 1.7, 1.8, 1.8, 1.8, 1.9
## 19                                1.2, 1.2, 1.2, 1.2, 1.2, 1.2
## 20                                1.4, 1.5, 1.6, 1.6, 1.9, 1.9
## 21                                1.8, 1.9, 1.8, 1.7, 1.7, 1.8
## 22                           1.7, 1.8, 1.7, 1.7, 1.8, 1.7, 1.8
## 23                                1.3, 1.3, 1.3, 1.1, 1.1, 1.1
## 24                                1.4, 1.4, 1.5, 1.5, 1.5, 1.6
## 25                           1.6, 0.0, 0.0, 1.9, 0.0, 3.3, 3.3
## 26                      1.5, 1.4, 1.4, 1.5, 1.4, 1.5, 1.5, 1.4
## 27                      1.8, 1.4, 1.4, 1.4, 1.4, 1.4, 1.2, 1.1
## 28                                                           0
## 29                                                           0
## 30                                               0.0, 1.6, 0.0
## 31                                     2.7, 2.7, 2.9, 2.7, 2.7
## 32                                     2.6, 2.5, 2.7, 2.6, 2.6
## 33                                2.3, 2.1, 2.1, 2.2, 2.4, 2.4
## 34                                                           0
## 35                                                           0
## 36                                                           0
## 37                                                           0
## 38                                                           0
## 39                                     1.6, 1.6, 1.5, 1.5, 1.4
## 40                                               1.1, 1.6, 2.3
## 41                           2.9, 1.3, 1.3, 1.3, 1.4, 1.4, 0.0
## 42                                    0, 48, 20, 40, 91, 28, 0
## 43                                     2.7, 2.2, 0.0, 0.0, 0.0
## 44                      1.6, 1.8, 1.7, 1.8, 1.8, 1.8, 1.9, 3.0
## 45                                0.0, 6.0, 6.3, 6.4, 7.1, 0.0
## 46                                1.6, 2.0, 2.3, 2.1, 2.3, 2.3
## 47                                                           0
## 48                                1.9, 2.0, 2.1, 2.1, 2.1, 2.3
## 49                                     1.2, 1.3, 1.3, 1.4, 1.4
## 50                           1.9, 1.9, 2.0, 2.0, 2.0, 2.0, 2.0
## 51                                               2, 2, 2, 2, 2
## 52                                1.2, 1.2, 1.2, 1.2, 1.2, 1.2
## 53                                2.3, 2.1, 2.3, 2.3, 2.2, 2.3
## 54                                                           0
## 55                                                           0
## 56                                                           0
## 57                                                           0
## 58                                                           0
## 59                                                           0
## 60                                5.8, 6.7, 7.0, 7.6, 7.7, 0.0
## 61 8.7, 11.4, 13.3, 12.5, 12.8, 10.1, 9.3, 9.2, 9.8, 11.9, 0.0
## 62                      2.6, 5.2, 2.6, 2.7, 2.8, 3.1, 3.3, 0.0
## 63                                2.5, 2.9, 2.9, 3.4, 3.5, 3.9
## 64                           8.4, 2.0, 7.5, 8.8, 2.2, 0.0, 0.0
## 65                5.7, 14.4, 16.2, 11.7, 11.7, 15.0, 12.9, 0.0
## 66                           9.6, 9.4, 2.7, 2.5, 2.9, 3.1, 0.0
## 67                                1.7, 1.8, 1.8, 1.9, 2.3, 2.1
## 68                                1.5, 1.5, 1.4, 1.4, 2.0, 1.9
## 69                                1.1, 1.2, 1.2, 1.1, 1.1, 1.1
## 70                           0.0, 1.3, 1.4, 1.4, 1.4, 1.5, 1.6
## 71                                1.5, 1.6, 1.6, 1.6, 1.6, 1.6
##                                                                                       Notes
## 1                  flow rate very low, suction stopping intermittently during all recording
## 2  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 3                                                                                          
## 4                                                                                          
## 5                                                                                          
## 6                                                                                          
## 7                                                                                          
## 8                                                                                          
## 9                                                                                          
## 10                                                                                         
## 11                                                                                         
## 12                                                                                         
## 13                                                                                         
## 14                                                                                         
## 15                              currents go down before Ra does so the 5.1 isn't concerning
## 16                                                                                         
## 17                                                                                         
## 18                                                                                         
## 19                                                                                         
## 20                                                                                         
## 21                                                                                         
## 22                                                                                         
## 23                                                                                         
## 24                                                                                         
## 25                                                                                         
## 26                                                                                         
## 27                                                                                         
## 28                                                                                         
## 29                                                                                         
## 30                                                                                         
## 31                                                                                         
## 32                                                                                         
## 33                                                     currents go down before Ra increases
## 34                                                                                         
## 35                                                                                         
## 36                                                                                         
## 37                                                                                         
## 38                                                                                         
## 39                                                                                         
## 40                                                                                         
## 41                                                                                         
## 42                                                                                         
## 43                                                                                         
## 44                                                                                         
## 45                                                                                         
## 46                                                                                         
## 47                                                                                         
## 48                                                                                         
## 49                                                                                         
## 50                                                                                         
## 51                                                                                         
## 52                                                                                         
## 53                                                                                         
## 54                                                                                         
## 55                                                                                         
## 56                                                                                         
## 57                                                                                         
## 58                                                                                         
## 59                                                                                         
## 60                                                                                         
## 61                                                                                         
## 62                                                                                         
## 63                                                                                         
## 64                                                                                         
## 65                                                                                         
## 66                                                                                         
## 67                                                     currents go down before Ra increases
## 68                                                     currents go down before Ra increases
## 69                                                                                         
## 70                                                                                         
## 71                                                                                         
##        days_alone
## 1               1
## 2               1
## 3                
## 4                
## 5                
## 6                
## 7                
## 8                
## 9                
## 10               
## 11               
## 12               
## 13              1
## 14              1
## 15              1
## 16              0
## 17              0
## 18              0
## 19              0
## 20              0
## 21              1
## 22              1
## 23              1
## 24              1
## 25               
## 26               
## 27               
## 28               
## 29               
## 30               
## 31               
## 32               
## 33 5 (on purpose)
## 34               
## 35               
## 36               
## 37               
## 38               
## 39               
## 40               
## 41               
## 42               
## 43               
## 44               
## 45               
## 46               
## 47               
## 48               
## 49               
## 50               
## 51               
## 52              0
## 53              0
## 54               
## 55               
## 56               
## 57               
## 58               
## 59               
## 60               
## 61               
## 62               
## 63               
## 64               
## 65               
## 66               
## 67              0
## 68              0
## 69               
## 70              1
## 71              1
##                                                                                                animal_or_slicing_problems
## 1                                                                                                                        
## 2                                                                                                                        
## 3                                                                                                                        
## 4                                                                                                                        
## 5                                                                                                                        
## 6                                                                                                                        
## 7                                                                                                                        
## 8                                                                                                                        
## 9                                                                                                                        
## 10                                                                                                                       
## 11                                                                                                                       
## 12                                                                                                                       
## 13                                                                                                                       
## 14                                                                                                                       
## 15                                                                                                                       
## 16                                                                                                                       
## 17                                                                                                                       
## 18                                                                                                                       
## 19                                                                                                                       
## 20                                                                                                                       
## 21                                                                                                                       
## 22                                                                                                                       
## 23                                                                                                                       
## 24                                                                                                                       
## 25                                                                                                                       
## 26                                                                                                                       
## 27                                                                                                                       
## 28                                                                                                                       
## 29                                                                                                                       
## 30                                                                                                                       
## 31                                                                                                                       
## 32                                                                                                                       
## 33                                                                                                                       
## 34                                                                                                                       
## 35                                                                                                                       
## 36                                                                                                                       
## 37                                                                                                                       
## 38                                                                                                                       
## 39                                                                                                                       
## 40                                                                                                                       
## 41                                                                                                                       
## 42                                                                                                                       
## 43                                                                                                                       
## 44                                                                                                                       
## 45                                                                                                                       
## 46                                                                                                                       
## 47                                                                                                                       
## 48                                                                                                                       
## 49                                                                                                                       
## 50                                                                                                                       
## 51                                                                                                                       
## 52 acute animal 9 was fasted from like 10:30 to 2:30 on Monday but mostly asleep and easily reintergrated with the others
## 53 acute animal 9 was fasted from like 10:30 to 2:30 on Monday but mostly asleep and easily reintergrated with the others
## 54                                                                                                                       
## 55                                                                                                                       
## 56                                                                                                                       
## 57                                                                                                                       
## 58                                                                                                                       
## 59                                                                                                                       
## 60                                                                                                                       
## 61                                                                                                                       
## 62                                                                                                                       
## 63                                                                                                                       
## 64                                                                                                                       
## 65                                                                                                                       
## 66                                                                                                                       
## 67                                                                                                                       
## 68                                                                                                                       
## 69                                                                                                                       
## 70                                                                                                                       
## 71

Importing Sheet with Raw Evoked Current Data

eEPSC_data <- read.csv("Data/new_raw_eEPSC.csv")
## Warning in read.table(file = file, header = header, sep = sep, quote = quote, :
## incomplete final line found by readTableHeader on 'Data/new_raw_eEPSC.csv'
eEPSC_data
## [1] letter ID     P1     P2    
## <0 rows> (or 0-length row.names)

Raw eEPSC

To Append New Data onto the EXISTING SHEET (raw_eEPSC_df.csv) after first time

# will not run if there is nothing new in "new_raw_eEPSC.csv" so if you put new data directly into "raw_eEPSC_df.csv", it won't run
add_new_cells(
  new_raw_data_csv = "Data/new_raw_eEPSC.csv", # should ONLY have the new data you want
  cell_characteristics_csv = "Data/Cell-Characteristics.csv",
  old_raw_data_csv = "Data/raw_eEPSC_df.csv",
  data_type = "eEPSC",
  write_new_csv = "yes",
  new_file_name = "Data/raw_eEPSC_df.csv", # will overwrite the current version of this file
  decimal_places = 2
)

# once successful, go delete the data from "new_raw_eEPSC.csv" so that you don't get a duplication error the next time you are adding data to the raw_eEPSC_df.

Look at the data frame

raw_eEPSC_df <- read.csv(here("Data/raw_eEPSC_df.csv")) # puts it in the environment

raw_eEPSC_df # prints it
##      letter              ID      P1      P2  time  cell    sex      X      Y
## 1      RMA3 2025_05_16_0004  -72.01  -47.59  0.00 2.1.2 Female 154.36 558.85
## 2      RMA3 2025_05_16_0004  -66.28  -28.44  0.08 2.1.2 Female 154.36 558.85
## 3      RMA3 2025_05_16_0004  -73.92  -44.02  0.17 2.1.2 Female 154.36 558.85
## 4      RMA3 2025_05_16_0004  -78.41  -17.99  0.25 2.1.2 Female 154.36 558.85
## 5      RMA3 2025_05_16_0004  -41.11  -19.75  0.33 2.1.2 Female 154.36 558.85
## 6      RMA3 2025_05_16_0004  -43.15  -33.38  0.42 2.1.2 Female 154.36 558.85
## 7      RMA3 2025_05_16_0004  -33.63  -45.23  0.50 2.1.2 Female 154.36 558.85
## 8      RMA3 2025_05_16_0004  -59.08  -43.82  0.58 2.1.2 Female 154.36 558.85
## 9      RMA3 2025_05_16_0004  -64.35  -35.06  0.67 2.1.2 Female 154.36 558.85
## 10     RMA3 2025_05_16_0004  -51.45  -40.46  0.75 2.1.2 Female 154.36 558.85
## 11     RMA3 2025_05_16_0004  -78.68  -17.03  0.83 2.1.2 Female 154.36 558.85
## 12     RMA3 2025_05_16_0004  -72.78  -34.33  0.92 2.1.2 Female 154.36 558.85
## 13     RMA3 2025_05_16_0004  -69.48  -38.97  1.00 2.1.2 Female 154.36 558.85
## 14     RMA3 2025_05_16_0004  -92.93  -59.36  1.08 2.1.2 Female 154.36 558.85
## 15     RMA3 2025_05_16_0004  -72.20  -29.47  1.17 2.1.2 Female 154.36 558.85
## 16     RMA3 2025_05_16_0004  -80.62  -34.24  1.25 2.1.2 Female 154.36 558.85
## 17     RMA3 2025_05_16_0004  -71.75  -22.92  1.33 2.1.2 Female 154.36 558.85
## 18     RMA3 2025_05_16_0004  -31.36  -39.91  1.42 2.1.2 Female 154.36 558.85
## 19     RMA3 2025_05_16_0004  -62.42  -29.46  1.50 2.1.2 Female 154.36 558.85
## 20     RMA3 2025_05_16_0004  -27.70   -8.17  1.58 2.1.2 Female 154.36 558.85
## 21     RMA3 2025_05_16_0004  -80.06   -8.65  1.67 2.1.2 Female 154.36 558.85
## 22     RMA3 2025_05_16_0004  -48.97  -66.67  1.75 2.1.2 Female 154.36 558.85
## 23     RMA3 2025_05_16_0004  -43.56  -22.20  1.83 2.1.2 Female 154.36 558.85
## 24     RMA3 2025_05_16_0004  -60.67  -27.10  1.92 2.1.2 Female 154.36 558.85
## 25     RMA3 2025_05_16_0004  -55.73   -9.35  2.00 2.1.2 Female 154.36 558.85
## 26     RMA3 2025_05_16_0004  -42.75  -73.27  2.08 2.1.2 Female 154.36 558.85
## 27     RMA3 2025_05_16_0004  -23.00  -59.01  2.17 2.1.2 Female 154.36 558.85
## 28     RMA3 2025_05_16_0004  -38.38  -53.64  2.25 2.1.2 Female 154.36 558.85
## 29     RMA3 2025_05_16_0004  -52.02  -22.73  2.33 2.1.2 Female 154.36 558.85
## 30     RMA3 2025_05_16_0004  -45.15  -29.28  2.42 2.1.2 Female 154.36 558.85
## 31     RMA3 2025_05_16_0004  -48.89  -54.39  2.50 2.1.2 Female 154.36 558.85
## 32     RMA3 2025_05_16_0004  -84.67  -21.80  2.58 2.1.2 Female 154.36 558.85
## 33     RMA3 2025_05_16_0004  -62.79  -42.65  2.67 2.1.2 Female 154.36 558.85
## 34     RMA3 2025_05_16_0004  -38.24  -25.43  2.75 2.1.2 Female 154.36 558.85
## 35     RMA3 2025_05_16_0004  -78.77  -17.73  2.83 2.1.2 Female 154.36 558.85
## 36     RMA3 2025_05_16_0004  -62.84  -17.07  2.92 2.1.2 Female 154.36 558.85
## 37     RMA3 2025_05_16_0004  -21.98  -45.78  3.00 2.1.2 Female 154.36 558.85
## 38     RMA3 2025_05_16_0004  -82.69  -45.46  3.08 2.1.2 Female 154.36 558.85
## 39     RMA3 2025_05_16_0004  -72.74  -17.80  3.17 2.1.2 Female 154.36 558.85
## 40     RMA3 2025_05_16_0004  -53.65  -13.36  3.25 2.1.2 Female 154.36 558.85
## 41     RMA3 2025_05_16_0004  -29.68  -34.57  3.33 2.1.2 Female 154.36 558.85
## 42     RMA3 2025_05_16_0004  -62.94  -33.64  3.42 2.1.2 Female 154.36 558.85
## 43     RMA3 2025_05_16_0004  -77.72  -30.11  3.50 2.1.2 Female 154.36 558.85
## 44     RMA3 2025_05_16_0004  -41.41  -29.20  3.58 2.1.2 Female 154.36 558.85
## 45     RMA3 2025_05_16_0004  -52.12  -29.54  3.67 2.1.2 Female 154.36 558.85
## 46     RMA3 2025_05_16_0004  -49.04  -32.57  3.75 2.1.2 Female 154.36 558.85
## 47     RMA3 2025_05_16_0004  -34.36  -27.65  3.83 2.1.2 Female 154.36 558.85
## 48     RMA3 2025_05_16_0004  -28.66  -22.56  3.92 2.1.2 Female 154.36 558.85
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## 464    RMA4  concatenate174  -87.08  -66.94  8.25 2.2.1 Female 484.66 478.04
## 465    RMA4  concatenate174  -65.08 -113.91  8.33 2.2.1 Female 484.66 478.04
## 466    RMA4  concatenate174  -69.57  -78.73  8.42 2.2.1 Female 484.66 478.04
## 467    RMA4  concatenate174 -113.77  -69.22  8.50 2.2.1 Female 484.66 478.04
## 468    RMA4  concatenate174 -120.10  -94.47  8.58 2.2.1 Female 484.66 478.04
## 469    RMA4  concatenate174 -137.00  -30.80  8.67 2.2.1 Female 484.66 478.04
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## 472    RMA4  concatenate174  -72.27 -126.59  8.92 2.2.1 Female 484.66 478.04
## 473    RMA4  concatenate174 -136.78  -47.06  9.00 2.2.1 Female 484.66 478.04
## 474    RMA4  concatenate174  -95.62  -70.60  9.08 2.2.1 Female 484.66 478.04
## 475    RMA4  concatenate174  -91.85  -84.53  9.17 2.2.1 Female 484.66 478.04
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## 477    RMA4  concatenate174  -78.19 -114.20  9.33 2.2.1 Female 484.66 478.04
## 478    RMA4  concatenate174  -97.95  -78.42  9.42 2.2.1 Female 484.66 478.04
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## 481    RMA4  concatenate174  -38.95 -104.87  9.67 2.2.1 Female 484.66 478.04
## 482    RMA4  concatenate174  -50.26  -49.04  9.75 2.2.1 Female 484.66 478.04
## 483    RMA4  concatenate174 -125.86  -30.65  9.83 2.2.1 Female 484.66 478.04
## 484    RMA4  concatenate174  -40.49  -21.57  9.92 2.2.1 Female 484.66 478.04
## 485    RMA4  concatenate174  -41.18  -23.48 10.00 2.2.1 Female 484.66 478.04
## 486    RMA4  concatenate174  -43.03  -34.48 10.08 2.2.1 Female 484.66 478.04
## 487    RMA4  concatenate174  -15.75  -32.23 10.17 2.2.1 Female 484.66 478.04
## 488    RMA4  concatenate174  -22.95  -85.82 10.25 2.2.1 Female 484.66 478.04
## 489    RMA4  concatenate174  -75.01  -24.35 10.33 2.2.1 Female 484.66 478.04
## 490    RMA4  concatenate174  -46.49  -37.95 10.42 2.2.1 Female 484.66 478.04
## 491    RMA4  concatenate174  -55.00  -25.71 10.50 2.2.1 Female 484.66 478.04
## 492    RMA4  concatenate174  -42.62  -45.06 10.58 2.2.1 Female 484.66 478.04
## 493    RMA4  concatenate174  -30.58  -34.85 10.67 2.2.1 Female 484.66 478.04
## 494    RMA4  concatenate174  -37.38  -26.39 10.75 2.2.1 Female 484.66 478.04
## 495    RMA4  concatenate174  -42.87  -25.17 10.83 2.2.1 Female 484.66 478.04
## 496    RMA4  concatenate174  -42.19  -40.36 10.92 2.2.1 Female 484.66 478.04
## 497    RMA4  concatenate174  -28.42  -30.86 11.00 2.2.1 Female 484.66 478.04
## 498    RMA4  concatenate174  -28.37  -63.16 11.08 2.2.1 Female 484.66 478.04
## 499    RMA4  concatenate174  -84.32  -38.54 11.17 2.2.1 Female 484.66 478.04
## 500    RMA4  concatenate174  -40.93  -57.41 11.25 2.2.1 Female 484.66 478.04
## 501    RMA4  concatenate174  -44.40  -71.87 11.33 2.2.1 Female 484.66 478.04
## 502    RMA4  concatenate174  -59.72  -34.08 11.42 2.2.1 Female 484.66 478.04
## 503    RMA4  concatenate174  -43.65  -55.24 11.50 2.2.1 Female 484.66 478.04
## 504    RMA4  concatenate174  -49.66  -41.12 11.58 2.2.1 Female 484.66 478.04
## 505    RMA4  concatenate174  -53.60  -36.51 11.67 2.2.1 Female 484.66 478.04
## 506    RMA4  concatenate174  -16.91  -24.84 11.75 2.2.1 Female 484.66 478.04
## 507    RMA4  concatenate174  -55.22  -24.09 11.83 2.2.1 Female 484.66 478.04
## 508    RMA4  concatenate174  -41.78  -19.81 11.92 2.2.1 Female 484.66 478.04
## 509    RMA4  concatenate174  -17.35  -18.58 12.00 2.2.1 Female 484.66 478.04
## 510    RMA4  concatenate174  -62.67  -25.44 12.08 2.2.1 Female 484.66 478.04
## 511    RMA4  concatenate174  -18.84  -44.48 12.17 2.2.1 Female 484.66 478.04
## 512    RMA4  concatenate174  -57.12  -27.83 12.25 2.2.1 Female 484.66 478.04
## 513    RMA4  concatenate174  -29.99  -22.05 12.33 2.2.1 Female 484.66 478.04
## 514    RMA4  concatenate174  -17.70  -59.20 12.42 2.2.1 Female 484.66 478.04
## 515    RMA4  concatenate174  -33.04  -33.04 12.50 2.2.1 Female 484.66 478.04
## 516    RMA4  concatenate174  -48.21  -83.61 12.58 2.2.1 Female 484.66 478.04
## 517    RMA4  concatenate174  -44.00  -18.98 12.67 2.2.1 Female 484.66 478.04
## 518    RMA4  concatenate174  -35.26  -28.55 12.75 2.2.1 Female 484.66 478.04
## 519    RMA4  concatenate174  -33.87  -24.10 12.83 2.2.1 Female 484.66 478.04
## 520    RMA4  concatenate174  -13.71  -33.85 12.92 2.2.1 Female 484.66 478.04
## 521    RMA4  concatenate174  -33.76  -25.83 13.00 2.2.1 Female 484.66 478.04
## 522    RMA4  concatenate174  -26.76  -17.60 13.08 2.2.1 Female 484.66 478.04
## 523    RMA4  concatenate174  -16.51  -41.54 13.17 2.2.1 Female 484.66 478.04
## 524    RMA4  concatenate174  -42.78  -16.54 13.25 2.2.1 Female 484.66 478.04
## 525    RMA4  concatenate174  -36.73  -72.74 13.33 2.2.1 Female 484.66 478.04
## 526    RMA4  concatenate174  -23.73  -23.73 13.42 2.2.1 Female 484.66 478.04
## 527    RMA4  concatenate174  -24.97  -21.92 13.50 2.2.1 Female 484.66 478.04
## 528    RMA4  concatenate174  -51.00  -24.76 13.58 2.2.1 Female 484.66 478.04
## 529    RMA4  concatenate174  -28.77  -28.77 13.67 2.2.1 Female 484.66 478.04
## 530    RMA4  concatenate174  -46.01  -13.05 13.75 2.2.1 Female 484.66 478.04
## 531    RMA4  concatenate174  -57.98  -17.08 13.83 2.2.1 Female 484.66 478.04
## 532    RMA4  concatenate174  -64.31  -23.42 13.92 2.2.1 Female 484.66 478.04
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## 534    RMA4  concatenate174  -97.44  -42.51 14.08 2.2.1 Female 484.66 478.04
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## 536    RMA4  concatenate174  -21.03  -41.17 14.25 2.2.1 Female 484.66 478.04
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## 538    RMA4  concatenate174  -40.68  -18.09 14.42 2.2.1 Female 484.66 478.04
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## 544    RMA4  concatenate174  -32.18  -15.70 14.92 2.2.1 Female 484.66 478.04
## 545    RMA4  concatenate174  -26.79  -18.86 15.00 2.2.1 Female 484.66 478.04
## 546    RMA4  concatenate174  -39.78  -20.25 15.08 2.2.1 Female 484.66 478.04
## 547    RMA4  concatenate174  -28.53  -41.35 15.17 2.2.1 Female 484.66 478.04
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## 549    RMA4  concatenate174  -19.80  -33.84 15.33 2.2.1 Female 484.66 478.04
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## 551    RMA4  concatenate174  -28.96  -40.56 15.50 2.2.1 Female 484.66 478.04
## 552    RMA4  concatenate174  -41.66  -39.22 15.58 2.2.1 Female 484.66 478.04
## 553    RMA4  concatenate174  -38.30  -21.82 15.67 2.2.1 Female 484.66 478.04
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## 555    RMA4  concatenate174  -37.52  -14.33 15.83 2.2.1 Female 484.66 478.04
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## 558    RMA4  concatenate174  -52.62  -48.35 16.08 2.2.1 Female 484.66 478.04
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## 596    RMA4  concatenate174  -33.80  -20.98 19.25 2.2.1 Female 484.66 478.04
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## 627    RMA4  concatenate174  -14.95  -39.36 21.83 2.2.1 Female 484.66 478.04
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## 631    RMA4  concatenate174  -56.11  -35.36 22.17 2.2.1 Female 484.66 478.04
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## 669    RMA4  concatenate174  -39.53   -9.62 25.33 2.2.1 Female 484.66 478.04
## 670    RMA4  concatenate174   -5.74   -8.79 25.42 2.2.1 Female 484.66 478.04
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## 672    RMA4  concatenate174   -5.04   -8.70 25.58 2.2.1 Female 484.66 478.04
## 673    RMA4  concatenate174   -6.79  -26.32 25.67 2.2.1 Female 484.66 478.04
## 674    RMA4  concatenate174  -18.70  -16.26 25.75 2.2.1 Female 484.66 478.04
## 675    RMA4  concatenate174  -11.41  -27.89 25.83 2.2.1 Female 484.66 478.04
## 676    RMA4  concatenate174  -25.83  -31.93 25.92 2.2.1 Female 484.66 478.04
## 677    RMA4  concatenate174  -21.88  -24.33 26.00 2.2.1 Female 484.66 478.04
## 678    RMA4  concatenate174  -10.12  -16.22 26.08 2.2.1 Female 484.66 478.04
## 679    RMA4  concatenate174   -9.45   -3.96 26.17 2.2.1 Female 484.66 478.04
## 680    RMA4  concatenate174  -27.65   -6.90 26.25 2.2.1 Female 484.66 478.04
## 681    RMA4  concatenate174  -25.25  -13.04 26.33 2.2.1 Female 484.66 478.04
## 682    RMA4  concatenate174   -8.33  -20.54 26.42 2.2.1 Female 484.66 478.04
## 683    RMA4  concatenate174  -15.92  -16.53 26.50 2.2.1 Female 484.66 478.04
## 684    RMA4  concatenate174  -11.57   -7.30 26.58 2.2.1 Female 484.66 478.04
## 685    RMA4  concatenate174  -10.71  -19.86 26.67 2.2.1 Female 484.66 478.04
## 686    RMA4  concatenate174  -13.86  -18.13 26.75 2.2.1 Female 484.66 478.04
## 687    RMA4  concatenate174  -11.65  -27.52 26.83 2.2.1 Female 484.66 478.04
## 688    RMA4  concatenate174   -7.73   -8.95 26.92 2.2.1 Female 484.66 478.04
## 689    RMA4  concatenate174   -8.73  -18.50 27.00 2.2.1 Female 484.66 478.04
## 690    RMA4  concatenate174   -7.57  -35.64 27.08 2.2.1 Female 484.66 478.04
## 691    RMA4  concatenate174  -10.24  -16.34 27.17 2.2.1 Female 484.66 478.04
## 692    RMA4  concatenate174  -13.95  -11.51 27.25 2.2.1 Female 484.66 478.04
## 693    RMA4  concatenate174  -11.04  -18.98 27.33 2.2.1 Female 484.66 478.04
## 694    RMA4  concatenate174  -15.91  -12.25 27.42 2.2.1 Female 484.66 478.04
## 695    RMA4  concatenate174   -8.85  -19.84 27.50 2.2.1 Female 484.66 478.04
## 696    RMA4  concatenate174   -6.76  -12.26 27.58 2.2.1 Female 484.66 478.04
## 697    RMA4  concatenate174  -10.75   -8.30 27.67 2.2.1 Female 484.66 478.04
## 698    RMA4  concatenate174   -9.95  -13.00 27.75 2.2.1 Female 484.66 478.04
## 699    RMA4  concatenate174  -16.58  -19.63 27.83 2.2.1 Female 484.66 478.04
## 700    RMA4  concatenate174  -14.96  -13.74 27.92 2.2.1 Female 484.66 478.04
## 701    RMA4  concatenate174  -15.91  -14.08 28.00 2.2.1 Female 484.66 478.04
## 702    RMA4  concatenate174  -12.34   -7.45 28.08 2.2.1 Female 484.66 478.04
## 703    RMA4  concatenate174   -7.25  -12.13 28.17 2.2.1 Female 484.66 478.04
## 704    RMA4  concatenate174  -11.66   -6.17 28.25 2.2.1 Female 484.66 478.04
## 705    RMA4  concatenate174  -27.43  -14.00 28.33 2.2.1 Female 484.66 478.04
## 706    RMA4  concatenate174  -14.20  -22.74 28.42 2.2.1 Female 484.66 478.04
## 707    RMA4  concatenate174  -14.17  -23.32 28.50 2.2.1 Female 484.66 478.04
## 708    RMA4  concatenate174   -9.91  -27.00 28.58 2.2.1 Female 484.66 478.04
## 709    RMA4  concatenate174   -7.74  -13.23 28.67 2.2.1 Female 484.66 478.04
## 710    RMA4  concatenate174  -10.49  -21.47 28.75 2.2.1 Female 484.66 478.04
## 711    RMA4  concatenate174  -16.99  -11.50 28.83 2.2.1 Female 484.66 478.04
## 712    RMA4  concatenate174   -6.07  -24.38 28.92 2.2.1 Female 484.66 478.04
## 713    RMA4  concatenate174  -10.98  -18.91 29.00 2.2.1 Female 484.66 478.04
## 714    RMA4  concatenate174   -5.28  -24.21 29.08 2.2.1 Female 484.66 478.04
## 715    RMA4  concatenate174   -5.59  -17.80 29.17 2.2.1 Female 484.66 478.04
## 716    RMA4  concatenate174  -13.41  -21.35 29.25 2.2.1 Female 484.66 478.04
## 717    RMA4  concatenate174   -8.96  -19.95 29.33 2.2.1 Female 484.66 478.04
## 718    RMA4  concatenate174   -9.76  -18.91 29.42 2.2.1 Female 484.66 478.04
## 719    RMA4  concatenate174   -7.98  -25.07 29.50 2.2.1 Female 484.66 478.04
## 720    RMA4  concatenate174  -10.80   -8.97 29.58 2.2.1 Female 484.66 478.04
## 721    RMA4  concatenate174   -5.83   -5.83 29.67 2.2.1 Female 484.66 478.04
## 722    RMA4  concatenate174   -8.30  -24.78 29.75 2.2.1 Female 484.66 478.04
## 723    RMA4  concatenate174   -4.28  -14.66 29.83 2.2.1 Female 484.66 478.04
## 724    RMA4  concatenate174  -22.46  -15.14 29.92 2.2.1 Female 484.66 478.04
## 725    RMA4  concatenate174  -18.65   -6.44 30.00 2.2.1 Female 484.66 478.04
## 726     LS1        22526020  -28.52  -26.08  0.00       Female     NA     NA
## 727     LS1        22526020   -3.11  -66.58  0.08       Female     NA     NA
## 728     LS1        22526020   -3.00  -35.96  0.17       Female     NA     NA
## 729     LS1        22526020  -45.72  -19.48  0.25       Female     NA     NA
## 730     LS1        22526020  -25.36  -38.17  0.33       Female     NA     NA
## 731     LS1        22526020  -55.71  -18.48  0.42       Female     NA     NA
## 732     LS1        22526020  -20.36  -34.40  0.50       Female     NA     NA
## 733     LS1        22526020   -4.27  -22.58  0.58       Female     NA     NA
## 734     LS1        22526020  -30.41  -24.91  0.67       Female     NA     NA
## 735     LS1        22526020  -36.62   -3.05  0.75       Female     NA     NA
## 736     LS1        22526020  -19.20  -48.50  0.83       Female     NA     NA
## 737     LS1        22526020   -3.77  -58.09  0.92       Female     NA     NA
## 738     LS1        22526020  -55.99  -27.91  1.00       Female     NA     NA
## 739     LS1        22526020   -4.27  -65.31  1.08       Female     NA     NA
## 740     LS1        22526020  -31.29   -5.05  1.17       Female     NA     NA
## 741     LS1        22526020  -42.23  -12.93  1.25       Female     NA     NA
## 742     LS1        22526020  -43.45   -2.55  1.33       Female     NA     NA
## 743     LS1        22526020  -38.62  -28.85  1.42       Female     NA     NA
## 744     LS1        22526020   -4.83  -34.73  1.50       Female     NA     NA
## 745     LS1        22526020  -48.72  -37.12  1.58       Female     NA     NA
## 746     LS1        22526020  -28.80  -46.50  1.67       Female     NA     NA
## 747     LS1        22526020  -44.89  -19.25  1.75       Female     NA     NA
## 748     LS1        22526020  -21.70   -4.00  1.83       Female     NA     NA
## 749     LS1        22526020  -59.98  -14.81  1.92       Female     NA     NA
## 750     LS1        22526020  -11.87  -38.73  2.00       Female     NA     NA
## 751     LS1        22526020  -59.37  -28.85  2.08       Female     NA     NA
## 752     LS1        22526020  -29.80  -50.55  2.17       Female     NA     NA
## 753     LS1        22526020  -28.52  -35.84  2.25       Female     NA     NA
## 754     LS1        22526020  -24.53  -33.07  2.33       Female     NA     NA
## 755     LS1        22526020   -3.44  -52.88  2.42       Female     NA     NA
## 756     LS1        22526020  -33.46  -38.95  2.50       Female     NA     NA
## 757     LS1        22526020   -4.83  -59.15  2.58       Female     NA     NA
## 758     LS1        22526020   -5.05  -53.88  2.67       Female     NA     NA
## 759     LS1        22526020   -3.38  -46.72  2.75       Female     NA     NA
## 760     LS1        22526020  -48.66  -35.84  2.83       Female     NA     NA
## 761     LS1        22526020  -23.36  -30.68  2.92       Female     NA     NA
## 762     LS1        22526020  -53.60  -21.86  3.00       Female     NA     NA
## 763     LS1        22526020  -35.07  -43.00  3.08       Female     NA     NA
## 764     LS1        22526020  -50.55  -10.88  3.17       Female     NA     NA
## 765     LS1        22526020  -62.64  -11.99  3.25       Female     NA     NA
## 766     LS1        22526020  -33.13  -44.11  3.33       Female     NA     NA
## 767     LS1        22526020  -12.76  -35.34  3.42       Female     NA     NA
## 768     LS1        22526020  -42.72  -17.70  3.50       Female     NA     NA
## 769     LS1        22526020   -2.22  -35.18  3.58       Female     NA     NA
## 770     LS1        22526020  -51.55  -13.71  3.67       Female     NA     NA
## 771     LS1        22526020   -5.72  -56.98  3.75       Female     NA     NA
## 772     LS1        22526020   -3.33  -13.71  3.83       Female     NA     NA
## 773     LS1        22526020  -46.05   -8.82  3.92       Female     NA     NA
## 774     LS1        22526020  -30.85   -7.66  4.00       Female     NA     NA
## 775     LS1        22526020  -39.34  -31.41  4.08       Female     NA     NA
## 776     LS1        22526020  -13.15  -23.53  4.17       Female     NA     NA
## 777     LS1        22526020  -37.12  -13.32  4.25       Female     NA     NA
## 778     LS1        22526020   -3.27  -41.12  4.33       Female     NA     NA
## 779     LS1        22526020  -36.84  -26.47  4.42       Female     NA     NA
## 780     LS1        22526020  -21.86  -15.15  4.50       Female     NA     NA
## 781     LS1        22526020   -4.83  -64.64  4.58       Female     NA     NA
## 782     LS1        22526020   -3.44  -46.78  4.67       Female     NA     NA
## 783     LS1        22526020  -44.72  -23.36  4.75       Female     NA     NA
## 784     LS1        22526020   -3.22   -4.44  4.83       Female     NA     NA
## 785     LS1        22526020   -4.99  -59.32  4.92       Female     NA     NA
## 786     LS1        22526022  -35.29  -24.91  5.00       Female     NA     NA
## 787     LS1        22526022   -4.22  -45.72  5.08       Female     NA     NA
## 788     LS1        22526022  -27.13  -46.66  5.17       Female     NA     NA
## 789     LS1        22526022  -48.88  -28.74  5.25       Female     NA     NA
## 790     LS1        22526022  -41.67   -9.93  5.33       Female     NA     NA
## 791     LS1        22526022  -50.55  -19.42  5.42       Female     NA     NA
## 792     LS1        22526022  -43.11  -30.91  5.50       Female     NA     NA
## 793     LS1        22526022  -60.20  -17.48  5.58       Female     NA     NA
## 794     LS1        22526022  -36.73   -3.16  5.67       Female     NA     NA
## 795     LS1        22526022  -26.47  -21.58  5.75       Female     NA     NA
## 796     LS1        22526022   -4.38   -9.27  5.83       Female     NA     NA
## 797     LS1        22526022  -76.74   -9.60  5.92       Female     NA     NA
## 798     LS1        22526022   -1.44  -64.31  6.00       Female     NA     NA
## 799     LS1        22526022  -48.99  -27.02  6.08       Female     NA     NA
## 800     LS1        22526022  -37.62  -10.76  6.17       Female     NA     NA
## 801     LS1        22526022  -38.79  -38.79  6.25       Female     NA     NA
## 802     LS1        22526022   -2.77  -22.92  6.33       Female     NA     NA
## 803     LS1        22526022   -4.49  -27.69  6.42       Female     NA     NA
## 804     LS1        22526022  -23.91  -38.56  6.50       Female     NA     NA
## 805     LS1        22526022  -34.40  -17.92  6.58       Female     NA     NA
## 806     LS1        22526022  -38.29  -21.81  6.67       Female     NA     NA
## 807     LS1        22526022   -3.66  -20.14  6.75       Female     NA     NA
## 808     LS1        22526022   -4.44  -28.85  6.83       Female     NA     NA
## 809     LS1        22526022   -3.88  -53.93  6.92       Female     NA     NA
## 810     LS1        22526022  -37.40  -23.97  7.00       Female     NA     NA
## 811     LS1        22526022    5.22  -28.35  7.08       Female     NA     NA
## 812     LS1        22526022  -36.01  -34.18  7.17       Female     NA     NA
## 813     LS1        22526022  -32.35  -20.75  7.25       Female     NA     NA
## 814     LS1        22526022  -21.58  -12.43  7.33       Female     NA     NA
## 815     LS1        22526022   -2.77  -54.04  7.42       Female     NA     NA
## 816     LS1        22526022  -51.05  -36.40  7.50       Female     NA     NA
## 817     LS1        22526022  -30.30  -32.13  7.58       Female     NA     NA
## 818     LS1        22526022  -28.13  -40.95  7.67       Female     NA     NA
## 819     LS1        22526022  -49.11   -3.33  7.75       Female     NA     NA
## 820     LS1        22526022  -42.50   -4.66  7.83       Female     NA     NA
## 821     LS1        22526022   -0.94  -39.40  7.92       Female     NA     NA
## 822     LS1        22526022  -23.53  -43.67  8.00       Female     NA     NA
## 823     LS1        22526022  -53.27   -2.61  8.08       Female     NA     NA
## 824     LS1        22526022   -3.00  -17.03  8.17       Female     NA     NA
## 825     LS1        22526022  -60.04   -5.72  8.25       Female     NA     NA
## 826     LS1        22526022   -3.16  -28.19  8.33       Female     NA     NA
## 827     LS1        22526022  -52.71  -38.67  8.42       Female     NA     NA
## 828     LS1        22526022  -63.31   -4.72  8.50       Female     NA     NA
## 829     LS1        22526022  -52.05   -3.22  8.58       Female     NA     NA
## 830     LS1        22526022   -2.22  -66.92  8.67       Female     NA     NA
## 831     LS1        22526022   -2.50  -42.78  8.75       Female     NA     NA
## 832     LS1        22526022  -32.40  -25.69  8.83       Female     NA     NA
## 833     LS1        22526022   -2.94  -35.90  8.92       Female     NA     NA
## 834     LS1        22526022  -37.06  -23.64  9.00       Female     NA     NA
## 835     LS1        22526022  -33.79  -11.21  9.08       Female     NA     NA
## 836     LS1        22526022  -36.57  -18.26  9.17       Female     NA     NA
## 837     LS1        22526022   -9.54   -5.27  9.25       Female     NA     NA
## 838     LS1        22526022  -42.84   -4.38  9.33       Female     NA     NA
## 839     LS1        22526022  -14.09  -42.17  9.42       Female     NA     NA
## 840     LS1        22526022  -10.27  -49.33  9.50       Female     NA     NA
## 841     LS1        22526022  -10.32   -7.27  9.58       Female     NA     NA
## 842     LS1        22526022  -42.56  -21.81  9.67       Female     NA     NA
## 843     LS1        22526022  -23.36   -3.83  9.75       Female     NA     NA
## 844     LS1        22526022  -31.68  -39.01  9.83       Female     NA     NA
## 845     LS1        22526022  -47.50   -3.55  9.92       Female     NA     NA
## 846     LS1        22526023  -53.05  -28.02 10.00       Female     NA     NA
## 847     LS1        22526023  -51.71  -32.18 10.08       Female     NA     NA
## 848     LS1        22526023  -21.75  -21.14 10.17       Female     NA     NA
## 849     LS1        22526023  -41.00  -28.80 10.25       Female     NA     NA
## 850     LS1        22526023  -23.75  -13.37 10.33       Female     NA     NA
## 851     LS1        22526023  -18.26  -21.31 10.42       Female     NA     NA
## 852     LS1        22526023  -19.42  -18.81 10.50       Female     NA     NA
## 853     LS1        22526023   -2.33  -42.00 10.58       Female     NA     NA
## 854     LS1        22526023  -68.53  -23.36 10.67       Female     NA     NA
## 855     LS1        22526023  -30.41  -42.00 10.75       Female     NA     NA
## 856     LS1        22526023  -67.25  -13.54 10.83       Female     NA     NA
## 857     LS1        22526023  -36.01  -23.80 10.92       Female     NA     NA
## 858     LS1        22526023  -20.92  -49.60 11.00       Female     NA     NA
## 859     LS1        22526023   -0.78    1.66 11.08       Female     NA     NA
## 860     LS1        22526023  -20.86  -35.51 11.17       Female     NA     NA
## 861     LS1        22526023   -3.50  -20.59 11.25       Female     NA     NA
## 862     LS1        22526023  -11.93  -32.07 11.33       Female     NA     NA
## 863     LS1        22526023  -38.01  -17.26 11.42       Female     NA     NA
## 864     LS1        22526023   -9.82  -49.49 11.50       Female     NA     NA
## 865     LS1        22526023  -41.45  -12.76 11.58       Female     NA     NA
## 866     LS1        22526023  -24.91  -32.24 11.67       Female     NA     NA
## 867     LS1        22526023   -9.32  -36.79 11.75       Female     NA     NA
## 868     LS1        22526023  -43.22  -18.81 11.83       Female     NA     NA
## 869     LS1        22526023  -42.28  -22.75 11.92       Female     NA     NA
## 870     LS1        22526023  -21.08  -46.72 12.00       Female     NA     NA
## 871     LS1        22526023  -40.67   -7.10 12.08       Female     NA     NA
## 872     LS1        22526023   -4.27   -5.49 12.17       Female     NA     NA
## 873     LS1        22526023  -48.44  -41.12 12.25       Female     NA     NA
## 874     LS1        22526023  -20.31  -44.11 12.33       Female     NA     NA
## 875     LS1        22526023  -44.50   -3.61 12.42       Female     NA     NA
## 876     LS1        22526023  -44.06  -26.97 12.50       Female     NA     NA
## 877     LS1        22526023  -64.31   -9.38 12.58       Female     NA     NA
## 878     LS1        22526023   -2.61  -42.28 12.67       Female     NA     NA
## 879     LS1        22526023  -21.36  -35.40 12.75       Female     NA     NA
## 880     LS1        22526023  -26.86  -31.74 12.83       Female     NA     NA
## 881     LS1        22526023  -47.77   -7.49 12.92       Female     NA     NA
## 882     LS1        22526023   -3.05  -63.48 13.00       Female     NA     NA
## 883     LS1        22526023  -43.78  -22.42 13.08       Female     NA     NA
## 884     LS1        22526023  -33.90  -23.53 13.17       Female     NA     NA
## 885     LS1        22526023  -21.31  -31.07 13.25       Female     NA     NA
## 886     LS1        22526023  -60.65  -22.80 13.33       Female     NA     NA
## 887     LS1        22526023  -42.61  -29.19 13.42       Female     NA     NA
## 888     LS1        22526023   -2.61  -50.22 13.50       Female     NA     NA
## 889     LS1        22526023  -12.43  -31.96 13.58       Female     NA     NA
## 890     LS1        22526023   -6.77  -60.48 13.67       Female     NA     NA
## 891     LS1        22526023  -54.54  -27.08 13.75       Female     NA     NA
## 892     LS1        22526023  -13.93  -34.68 13.83       Female     NA     NA
## 893     LS1        22526023  -28.30  -19.14 13.92       Female     NA     NA
## 894     LS1        22526023  -46.89   -9.65 14.00       Female     NA     NA
## 895     LS1        22526023  -45.78  -24.41 14.08       Female     NA     NA
## 896     LS1        22526023   -3.88  -53.32 14.17       Female     NA     NA
## 897     LS1        22526023  -60.92   -3.55 14.25       Female     NA     NA
## 898     LS1        22526023  -18.64  -47.33 14.33       Female     NA     NA
## 899     LS1        22526023  -43.56  -16.70 14.42       Female     NA     NA
## 900     LS1        22526023  -30.80  -31.41 14.50       Female     NA     NA
## 901     LS1        22526023  -38.01  -33.74 14.58       Female     NA     NA
## 902     LS1        22526023   -4.72  -46.22 14.67       Female     NA     NA
## 903     LS1        22526023  -48.77  -31.07 14.75       Female     NA     NA
## 904     LS1        22526023  -18.59  -47.88 14.83       Female     NA     NA
## 905     LS1        22526023  -24.14  -36.95 14.92       Female     NA     NA
## 906     LS1        22526023  -29.63  -40.62 15.00       Female     NA     NA
## 907     LS1        22526023  -33.40  -30.35 15.08       Female     NA     NA
## 908     LS1        22526023  -27.24  -37.01 15.17       Female     NA     NA
## 909     LS1        22526023  -49.44  -29.91 15.25       Female     NA     NA
## 910     LS1        22526024  -52.43   -6.05 15.33       Female     NA     NA
## 911     LS1        22526024   -3.38  -58.93 15.42       Female     NA     NA
## 912     LS1        22526024  -51.16  -38.34 15.50       Female     NA     NA
## 913     LS1        22526024  -15.87  -36.62 15.58       Female     NA     NA
## 914     LS1        22526024  -44.56  -14.04 15.67       Female     NA     NA
## 915     LS1        22526024  -54.43  -18.42 15.75       Female     NA     NA
## 916     LS1        22526024  -42.84  -28.80 15.83       Female     NA     NA
## 917     LS1        22526024  -61.65  -18.92 15.92       Female     NA     NA
## 918     LS1        22526024  -46.44  -33.62 16.00       Female     NA     NA
## 919     LS1        22526024  -28.80  -15.37 16.08       Female     NA     NA
## 920     LS1        22526024   -2.94  -57.87 16.17       Female     NA     NA
## 921     LS1        22526024  -16.81  -45.50 16.25       Female     NA     NA
## 922     LS1        22526024  -41.95  -22.42 16.33       Female     NA     NA
## 923     LS1        22526024  -59.87  -31.79 16.42       Female     NA     NA
## 924     LS1        22526024   -3.61  -29.85 16.50       Female     NA     NA
## 925     LS1        22526024  -48.50   -4.55 16.58       Female     NA     NA
## 926     LS1        22526024  -26.80  -21.92 16.67       Female     NA     NA
## 927     LS1        22526024  -46.28  -34.07 16.75       Female     NA     NA
## 928     LS1        22526024  -37.34  -19.64 16.83       Female     NA     NA
## 929     LS1        22526024  -60.92  -30.41 16.92       Female     NA     NA
## 930     LS1        22526024  -50.55  -15.15 17.00       Female     NA     NA
## 931     LS1        22526024  -38.23  -20.53 17.08       Female     NA     NA
## 932     LS1        22526024  -40.17  -27.97 17.17       Female     NA     NA
## 933     LS1        22526024  -22.69  -26.97 17.25       Female     NA     NA
## 934     LS1        22526024  -32.96  -31.13 17.33       Female     NA     NA
## 935     LS1        22526024  -51.27  -28.69 17.42       Female     NA     NA
## 936     LS1        22526024   -2.33  -68.25 17.50       Female     NA     NA
## 937     LS1        22526024  -37.01  -41.28 17.58       Female     NA     NA
## 938     LS1        22526024  -46.94  -23.14 17.67       Female     NA     NA
## 939     LS1        22526024  -37.73  -43.83 17.75       Female     NA     NA
## 940     LS1        22526024  -45.28  -48.94 17.83       Female     NA     NA
## 941     LS1        22526024  -42.50  -41.28 17.92       Female     NA     NA
## 942     LS1        22526024  -58.32  -35.12 18.00       Female     NA     NA
## 943     LS1        22526024  -71.91  -33.46 18.08       Female     NA     NA
## 944     LS1        22526024  -55.76  -46.61 18.17       Female     NA     NA
## 945     LS1        22526024  -76.07  -33.35 18.25       Female     NA     NA
## 946     LS1        22526024    0.00  -79.96 18.33       Female     NA     NA
## 947     LS1        22526024  -40.28  -34.79 18.42       Female     NA     NA
## 948     LS1        22526024  -39.17  -38.56 18.50       Female     NA     NA
## 949     LS1        22526024  -39.12  -17.76 18.58       Female     NA     NA
## 950     LS1        22526024  -32.52  -30.68 18.67       Female     NA     NA
## 951     LS1        22526024  -33.13  -41.06 18.75       Female     NA     NA
## 952     LS1        22526024  -65.25  -21.31 18.83       Female     NA     NA
## 953     LS1        22526024  -59.32   -8.66 18.92       Female     NA     NA
## 954     LS1        22526024  -30.57  -43.39 19.00       Female     NA     NA
## 955     LS1        22526024  -26.41  -13.59 19.08       Female     NA     NA
## 956     LS1        22526024  -23.80  -50.66 19.17       Female     NA     NA
## 957     LS1        22526024  -19.20  -58.87 19.25       Female     NA     NA
## 958     LS1        22526024  -46.66  -17.98 19.33       Female     NA     NA
## 959     LS1        22526024  -40.39   -7.44 19.42       Female     NA     NA
## 960     LS1        22526024  -52.66  -22.75 19.50       Female     NA     NA
## 961     LS1        22526024  -49.55  -20.86 19.58       Female     NA     NA
## 962     LS1        22526024  -50.33  -21.03 19.67       Female     NA     NA
## 963     LS1        22526024  -41.28  -26.63 19.75       Female     NA     NA
## 964     LS1        22526024  -17.42  -55.26 19.83       Female     NA     NA
## 965     LS1        22526024  -51.16  -29.19 19.92       Female     NA     NA
## 966     LS1        22526024   -3.22  -38.01 20.00       Female     NA     NA
## 967     LS1        22526024  -47.22  -32.57 20.08       Female     NA     NA
## 968     LS1        22526024  -65.86  -12.15 20.17       Female     NA     NA
## 969     LS1        22526024  -23.86  -11.04 20.25       Female     NA     NA
## 970     LS1        22526025  -45.06  -23.69 20.33       Female     NA     NA
## 971     LS1        22526025  -10.65  -69.86 20.42       Female     NA     NA
## 972     LS1        22526025  -22.14  -23.97 20.50       Female     NA     NA
## 973     LS1        22526025  -27.91  -38.29 20.58       Female     NA     NA
## 974     LS1        22526025  -16.53  -40.34 20.67       Female     NA     NA
## 975     LS1        22526025  -57.54   -2.61 20.75       Female     NA     NA
## 976     LS1        22526025   -5.44  -43.89 20.83       Female     NA     NA
## 977     LS1        22526025   -4.22  -65.86 20.92       Female     NA     NA
## 978     LS1        22526025  -31.52  -14.43 21.00       Female     NA     NA
## 979     LS1        22526025  -34.79  -15.26 21.08       Female     NA     NA
## 980     LS1        22526025   -7.71  -44.33 21.17       Female     NA     NA
## 981     LS1        22526025  -12.76  -17.64 21.25       Female     NA     NA
## 982     LS1        22526025  -39.12  -16.53 21.33       Female     NA     NA
## 983     LS1        22526025  -24.03   -0.83 21.42       Female     NA     NA
## 984     LS1        22526025  -25.02  -12.82 21.50       Female     NA     NA
## 985     LS1        22526025  -27.97   -8.43 21.58       Female     NA     NA
## 986     LS1        22526025  -22.69  -37.95 21.67       Female     NA     NA
## 987     LS1        22526025  -16.70  -16.70 21.75       Female     NA     NA
## 988     LS1        22526025   -2.22  -16.87 21.83       Female     NA     NA
## 989     LS1        22526025  -45.44   -9.43 21.92       Female     NA     NA
## 990     LS1        22526025  -45.72  -17.64 22.00       Female     NA     NA
## 991     LS1        22526025  -14.32  -35.07 22.08       Female     NA     NA
## 992     LS1        22526025  -41.61  -12.93 22.17       Female     NA     NA
## 993     LS1        22526025  -45.89   -8.05 22.25       Female     NA     NA
## 994     LS1        22526025  -42.00  -10.27 22.33       Female     NA     NA
## 995     LS1        22526025  -22.53  -32.90 22.42       Female     NA     NA
## 996     LS1        22526025  -20.42  -39.95 22.50       Female     NA     NA
## 997     LS1        22526025  -45.50  -35.12 22.58       Female     NA     NA
## 998     LS1        22526025  -41.56   -4.94 22.67       Female     NA     NA
## 999     LS1        22526025  -53.93  -32.57 22.75       Female     NA     NA
## 1000    LS1        22526025  -19.42  -46.89 22.83       Female     NA     NA
## 1001    LS1        22526025  -29.63  -29.02 22.92       Female     NA     NA
## 1002    LS1        22526025   -1.89  -45.22 23.00       Female     NA     NA
## 1003    LS1        22526025  -26.86  -17.09 23.08       Female     NA     NA
## 1004    LS1        22526025   -4.22  -51.21 23.17       Female     NA     NA
## 1005    LS1        22526025  -39.12  -39.12 23.25       Female     NA     NA
## 1006    LS1        22526025  -28.63  -10.93 23.33       Female     NA     NA
## 1007    LS1        22526025  -33.24  -18.59 23.42       Female     NA     NA
## 1008    LS1        22526025  -23.25  -30.57 23.50       Female     NA     NA
## 1009    LS1        22526025  -32.40   -3.11 23.58       Female     NA     NA
## 1010    LS1        22526025  -39.67  -33.57 23.67       Female     NA     NA
## 1011    LS1        22526025  -59.32   -2.55 23.75       Female     NA     NA
## 1012    LS1        22526025  -20.20   -1.28 23.83       Female     NA     NA
## 1013    LS1        22526025   -1.72  -61.53 23.92       Female     NA     NA
## 1014    LS1        22526025  -36.51   -3.55 24.00       Female     NA     NA
## 1015    LS1        22526025  -31.46  -18.03 24.08       Female     NA     NA
## 1016    LS1        22526025   -1.78  -15.81 24.17       Female     NA     NA
## 1017    LS1        22526025  -20.20   -1.89 24.25       Female     NA     NA
## 1018    LS1        22526025  -43.11   -9.54 24.33       Female     NA     NA
## 1019    LS1        22526025  -47.44  -28.52 24.42       Female     NA     NA
## 1020    LS1        22526025  -12.93  -20.25 24.50       Female     NA     NA
## 1021    LS1        22526025   -6.82  -42.84 24.58       Female     NA     NA
## 1022    LS1        22526025  -34.07  -24.30 24.67       Female     NA     NA
## 1023    LS1        22526025  -16.76   -6.99 24.75       Female     NA     NA
## 1024    LS1        22526025  -35.46  -10.43 24.83       Female     NA     NA
## 1025    LS1        22526025  -16.65  -43.50 24.92       Female     NA     NA
## 1026    LS1        22526025  -36.40  -30.91 25.00       Female     NA     NA
## 1027    LS1        22526025  -36.79  -41.06 25.08       Female     NA     NA
## 1028    LS1        22526025  -24.03  -25.25 25.17       Female     NA     NA
## 1029    LS1        22526025  -32.52  -17.87 25.25       Female     NA     NA
## 1030    LS1        22526026  -24.41  -20.14 25.33       Female     NA     NA
## 1031    LS1        22526026  -50.99  -19.25 25.42       Female     NA     NA
## 1032    LS1        22526026  -17.59  -47.50 25.50       Female     NA     NA
## 1033    LS1        22526026  -42.61   -5.38 25.58       Female     NA     NA
## 1034    LS1        22526026  -41.23   -4.61 25.67       Female     NA     NA
## 1035    LS1        22526026  -14.15  -25.75 25.75       Female     NA     NA
## 1036    LS1        22526026  -49.16  -16.20 25.83       Female     NA     NA
## 1037    LS1        22526026  -49.27  -34.01 25.92       Female     NA     NA
## 1038    LS1        22526026  -51.77  -12.71 26.00       Female     NA     NA
## 1039    LS1        22526026  -53.38  -19.20 26.08       Female     NA     NA
## 1040    LS1        22526026   -5.16  -55.21 26.17       Female     NA     NA
## 1041    LS1        22526026  -52.93  -13.26 26.25       Female     NA     NA
## 1042    LS1        22526026  -21.64  -41.78 26.33       Female     NA     NA
## 1043    LS1        22526026  -41.95   -8.38 26.42       Female     NA     NA
## 1044    LS1        22526026  -38.12  -19.81 26.50       Female     NA     NA
## 1045    LS1        22526026   -5.66  -36.79 26.58       Female     NA     NA
## 1046    LS1        22526026  -65.47  -27.63 26.67       Female     NA     NA
## 1047    LS1        22526026  -21.81  -19.98 26.75       Female     NA     NA
## 1048    LS1        22526026  -29.96  -34.85 26.83       Female     NA     NA
## 1049    LS1        22526026  -30.91  -21.14 26.92       Female     NA     NA
## 1050    LS1        22526026  -47.16   -9.32 27.00       Female     NA     NA
## 1051    LS1        22526026   -0.33  -46.11 27.08       Female     NA     NA
## 1052    LS1        22526026   -3.55  -44.44 27.17       Female     NA     NA
## 1053    LS1        22526026   -2.61  -30.07 27.25       Female     NA     NA
## 1054    LS1        22526026  -35.18  -18.70 27.33       Female     NA     NA
## 1055    LS1        22526026  -27.80  -41.23 27.42       Female     NA     NA
## 1056    LS1        22526026  -35.12  -32.68 27.50       Female     NA     NA
## 1057    LS1        22526026  -48.44   -3.88 27.58       Female     NA     NA
## 1058    LS1        22526026  -25.86  -23.42 27.67       Female     NA     NA
## 1059    LS1        22526026  -11.99  -37.62 27.75       Female     NA     NA
## 1060    LS1        22526026   -4.77  -46.28 27.83       Female     NA     NA
## 1061    LS1        22526026   -4.38  -42.23 27.92       Female     NA     NA
## 1062    LS1        22526026  -34.68  -34.07 28.00       Female     NA     NA
## 1063    LS1        22526026  -70.52   -5.83 28.08       Female     NA     NA
## 1064    LS1        22526026  -49.60  -14.20 28.17       Female     NA     NA
## 1065    LS1        22526026  -41.17  -13.71 28.25       Female     NA     NA
## 1066    LS1        22526026  -29.30  -48.22 28.33       Female     NA     NA
## 1067    LS1        22526026   -3.83  -35.57 28.42       Female     NA     NA
## 1068    LS1        22526026  -62.20   -3.00 28.50       Female     NA     NA
## 1069    LS1        22526026  -31.96  -59.43 28.58       Female     NA     NA
## 1070    LS1        22526026  -40.39  -45.89 28.67       Female     NA     NA
## 1071    LS1        22526026  -37.40  -27.02 28.75       Female     NA     NA
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## 1074    LS1        22526026  -43.72  -39.45 29.00       Female     NA     NA
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## 1077    LS1        22526026  -30.30  -39.45 29.25       Female     NA     NA
## 1078    LS1        22526026  -30.35  -16.31 29.33       Female     NA     NA
## 1079    LS1        22526026  -62.81   -6.05 29.42       Female     NA     NA
## 1080    LS1        22526026   -2.22  -40.67 29.50       Female     NA     NA
## 1081    LS1        22526026  -39.06  -13.43 29.58       Female     NA     NA
## 1082    LS1        22526026   -4.27  -64.70 29.67       Female     NA     NA
## 1083    LS1        22526026   -4.27   -5.49 29.75       Female     NA     NA
## 1084    LS1        22526026  -51.66  -22.97 29.83       Female     NA     NA
## 1085    LS1        22526026  -51.44  -23.36 29.92       Female     NA     NA
## 1086    LS1        22526026  -50.88  -44.78 30.00       Female     NA     NA
## 1087    LS1        22526026   -2.50  -58.04 30.08       Female     NA     NA
## 1088    LS1        22526026  -46.11  -33.29 30.17       Female     NA     NA
## 1089    LS1        22526026  -36.45  -13.87 30.25       Female     NA     NA
## 1090    LS1        22526027  -31.18  -39.73 30.33       Female     NA     NA
## 1091    LS1        22526027  -50.94  -49.72 30.42       Female     NA     NA
## 1092    LS1        22526027   -5.38  -76.18 30.50       Female     NA     NA
## 1093    LS1        22526027  -32.74   -4.66 30.58       Female     NA     NA
## 1094    LS1        22526027  -44.17   -4.49 30.67       Female     NA     NA
## 1095    LS1        22526027  -18.59  -30.80 30.75       Female     NA     NA
## 1096    LS1        22526027  -23.64  -34.01 30.83       Female     NA     NA
## 1097    LS1        22526027  -52.88  -22.36 30.92       Female     NA     NA
## 1098    LS1        22526027  -35.01   -3.88 31.00       Female     NA     NA
## 1099    LS1        22526027  -29.13  -23.03 31.08       Female     NA     NA
## 1100    LS1        22526027  -22.75  -17.26 31.17       Female     NA     NA
## 1101    LS1        22526027   -3.94  -66.81 31.25       Female     NA     NA
## 1102    LS1        22526027  -20.20  -28.74 31.33       Female     NA     NA
## 1103    LS1        22526027  -30.46  -29.85 31.42       Female     NA     NA
## 1104    LS1        22526027  -45.83  -17.76 31.50       Female     NA     NA
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## 1106    LS1        22526027  -60.09   -2.11 31.67       Female     NA     NA
## 1107    LS1        22526027  -68.47   -8.66 31.75       Female     NA     NA
## 1108    LS1        22526027  -35.12  -35.12 31.83       Female     NA     NA
## 1109    LS1        22526027   -4.72  -37.06 31.92       Female     NA     NA
## 1110    LS1        22526027  -45.44  -16.76 32.00       Female     NA     NA
## 1111    LS1        22526027  -55.49   -9.10 32.08       Female     NA     NA
## 1112    LS1        22526027  -25.69  -23.86 32.17       Female     NA     NA
## 1113    LS1        22526027   -2.16  -59.54 32.25       Female     NA     NA
## 1114    LS1        22526027  -34.73  -39.62 32.33       Female     NA     NA
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## 1116    LS1        22526027   -3.50  -40.73 32.50       Female     NA     NA
## 1117    LS1        22526027  -57.76  -11.37 32.58       Female     NA     NA
## 1118    LS1        22526027  -44.94  -22.36 32.67       Female     NA     NA
## 1119    LS1        22526027   -2.94   -9.65 32.75       Female     NA     NA
## 1120    LS1        22526027  -58.26  -26.52 32.83       Female     NA     NA
## 1121    LS1        22526027  -39.95  -19.20 32.92       Female     NA     NA
## 1122    LS1        22526027  -35.40  -34.18 33.00       Female     NA     NA
## 1123    LS1        22526027  -48.33   -8.05 33.08       Female     NA     NA
## 1124    LS1        22526027  -13.04  -44.17 33.17       Female     NA     NA
## 1125    LS1        22526027  -47.88  -28.35 33.25       Female     NA     NA
## 1126    LS1        22526027  -34.24  -43.39 33.33       Female     NA     NA
## 1127    LS1        22526027  -40.01  -40.62 33.42       Female     NA     NA
## 1128    LS1        22526027  -32.57  -22.80 33.50       Female     NA     NA
## 1129    LS1        22526027  -75.30  -27.08 33.58       Female     NA     NA
## 1130    LS1        22526027   -3.94  -47.27 33.67       Female     NA     NA
## 1131    LS1        22526027  -28.63  -20.70 33.75       Female     NA     NA
## 1132    LS1        22526027  -40.95  -31.79 33.83       Female     NA     NA
## 1133    LS1        22526027  -33.35   -4.05 33.92       Female     NA     NA
## 1134    LS1        22526027   -2.11  -20.42 34.00       Female     NA     NA
## 1135    LS1        22526027   -2.33  -54.82 34.08       Female     NA     NA
## 1136    LS1        22526027   -1.83  -26.86 34.17       Female     NA     NA
## 1137    LS1        22526027   -4.49  -16.09 34.25       Female     NA     NA
## 1138    LS1        22526027  -25.25  -35.62 34.33       Female     NA     NA
## 1139    LS1        22526027  -36.40  -16.26 34.42       Female     NA     NA
## 1140    LS1        22526027  -28.85  -21.53 34.50       Female     NA     NA
## 1141    LS1        22526027  -75.57  -13.32 34.58       Female     NA     NA
## 1142    LS1        22526027   -1.78  -77.46 34.67       Female     NA     NA
## 1143    LS1        22526027  -24.03  -19.14 34.75       Female     NA     NA
## 1144   LS10        22712002  -49.36   -3.58  0.00       Female     NA     NA
## 1145   LS10        22712002  -66.62  -16.57  0.08       Female     NA     NA
## 1146   LS10        22712002  -62.17  -10.29  0.17       Female     NA     NA
## 1147   LS10        22712002  -67.00  -31.60  0.25       Female     NA     NA
## 1148   LS10        22712002  -50.53  -11.47  0.33       Female     NA     NA
## 1149   LS10        22712002  -59.78   -6.07  0.42       Female     NA     NA
## 1150   LS10        22712002  -50.32   -9.42  0.50       Female     NA     NA
## 1151   LS10        22712002  -55.71  -29.47  0.58       Female     NA     NA
## 1152   LS10        22712002  -52.53  -20.79  0.67       Female     NA     NA
## 1153   LS10        22712002  -43.80  -17.56  0.75       Female     NA     NA
## 1154   LS10        22712002  -67.55  -23.61  0.83       Female     NA     NA
## 1155   LS10        22712002  -56.29   -5.63  0.92       Female     NA     NA
## 1156   LS10        22712002  -71.33  -11.52  1.00       Female     NA     NA
## 1157   LS10        22712002  -56.75  -22.57  1.08       Female     NA     NA
## 1158   LS10        22712002  -63.92   -5.93  1.17       Female     NA     NA
## 1159   LS10        22712002  -67.96  -25.84  1.25       Female     NA     NA
## 1160   LS10        22712002  -64.66  -21.33  1.33       Female     NA     NA
## 1161   LS10        22712002  -47.22  -13.65  1.42       Female     NA     NA
## 1162   LS10        22712002  -60.12   -8.24  1.50       Female     NA     NA
## 1163   LS10        22712002  -41.99  -21.24  1.58       Female     NA     NA
## 1164   LS10        22712002  -72.79  -21.52  1.67       Female     NA     NA
## 1165   LS10        22712002  -64.43  -19.87  1.75       Female     NA     NA
## 1166   LS10        22712002  -59.02  -15.08  1.83       Female     NA     NA
## 1167   LS10        22712002  -68.57  -20.36  1.92       Female     NA     NA
## 1168   LS10        22712002  -45.85  -16.55  2.00       Female     NA     NA
## 1169   LS10        22712002  -67.72   -6.69  2.08       Female     NA     NA
## 1170   LS10        22712002  -50.58  -10.91  2.17       Female     NA     NA
## 1171   LS10        22712002  -54.48  -28.24  2.25       Female     NA     NA
## 1172   LS10        22712002  -56.24   -4.97  2.33       Female     NA     NA
## 1173   LS10        22712002  -47.22  -18.53  2.42       Female     NA     NA
## 1174   LS10        22712002  -87.80  -10.29  2.50       Female     NA     NA
## 1175   LS10        22712002  -38.29    9.32  2.58       Female     NA     NA
## 1176   LS10        22712002  -51.04   -7.09  2.67       Female     NA     NA
## 1177   LS10        22712002  -55.83  -19.21  2.75       Female     NA     NA
## 1178   LS10        22712002  -52.09    3.46  2.83       Female     NA     NA
## 1179   LS10        22712002  -40.04  -15.63  2.92       Female     NA     NA
## 1180   LS10        22712002  -57.09  -17.42  3.00       Female     NA     NA
## 1181   LS10        22712002  -57.34  -14.00  3.08       Female     NA     NA
## 1182   LS10        22712002  -46.08   -7.63  3.17       Female     NA     NA
## 1183   LS10        22712002  -43.25  -12.12  3.25       Female     NA     NA
## 1184   LS10        22712002  -47.98  -22.35  3.33       Female     NA     NA
## 1185   LS10        22712002  -62.66  -12.00  3.42       Female     NA     NA
## 1186   LS10        22712002  -51.96   -6.79  3.50       Female     NA     NA
## 1187   LS10        22712002  -26.10  -17.56  3.58       Female     NA     NA
## 1188   LS10        22712002  -35.07  -10.04  3.67       Female     NA     NA
## 1189   LS10        22712002  -31.88   -6.25  3.75       Female     NA     NA
## 1190   LS10        22712002  -40.18  -10.88  3.83       Female     NA     NA
## 1191   LS10        22712002  -46.62  -18.54  3.92       Female     NA     NA
## 1192   LS10        22712002  -56.13   -8.53  4.00       Female     NA     NA
## 1193   LS10        22712002  -38.87  -32.15  4.08       Female     NA     NA
## 1194   LS10        22712002  -19.06  -14.18  4.17       Female     NA     NA
## 1195   LS10        22712002  -57.43   -4.33  4.25       Female     NA     NA
## 1196   LS10        22712002  -38.97   -6.62  4.33       Female     NA     NA
## 1197   LS10        22712002  -67.17  -10.41  4.42       Female     NA     NA
## 1198   LS10        22712002  -44.59   -7.97  4.50       Female     NA     NA
## 1199   LS10        22712002  -58.49  -12.10  4.58       Female     NA     NA
## 1200   LS10        22712002  -67.01   -2.93  4.67       Female     NA     NA
## 1201   LS10        22712002  -41.08  -16.67  4.75       Female     NA     NA
## 1202   LS10        22712002  -46.86  -24.28  4.83       Female     NA     NA
## 1203   LS10        22712002  -54.31  -12.20  4.92       Female     NA     NA
## 1204   LS10        22712004  -45.03  -18.79  5.00       Female     NA     NA
## 1205   LS10        22712004  -32.92  -10.34  5.08       Female     NA     NA
## 1206   LS10        22712004  -42.37   -8.80  5.17       Female     NA     NA
## 1207   LS10        22712004  -29.69   -7.72  5.25       Female     NA     NA
## 1208   LS10        22712004  -43.97  -14.68  5.33       Female     NA     NA
## 1209   LS10        22712004  -42.74  -16.50  5.42       Female     NA     NA
## 1210   LS10        22712004  -48.38   -9.93  5.50       Female     NA     NA
## 1211   LS10        22712004  -35.04   -9.41  5.58       Female     NA     NA
## 1212   LS10        22712004  -34.67   -7.21  5.67       Female     NA     NA
## 1213   LS10        22712004  -38.77   -9.47  5.75       Female     NA     NA
## 1214   LS10        22712004  -48.31  -12.91  5.83       Female     NA     NA
## 1215   LS10        22712004  -55.86  -13.13  5.92       Female     NA     NA
## 1216   LS10        22712004  -46.78  -21.15  6.00       Female     NA     NA
## 1217   LS10        22712004  -56.79  -10.40  6.08       Female     NA     NA
## 1218   LS10        22712004  -39.50  -12.65  6.17       Female     NA     NA
## 1219   LS10        22712004  -37.36   -5.62  6.25       Female     NA     NA
## 1220   LS10        22712004  -50.86   -5.08  6.33       Female     NA     NA
## 1221   LS10        22712004  -53.24   -4.42  6.42       Female     NA     NA
## 1222   LS10        22712004  -27.33   -7.80  6.50       Female     NA     NA
## 1223   LS10        22712004  -59.29   -1.31  6.58       Female     NA     NA
## 1224   LS10        22712004  -44.13  -11.17  6.67       Female     NA     NA
## 1225   LS10        22712004  -26.11   -1.70  6.75       Female     NA     NA
## 1226   LS10        22712004  -54.02   -3.97  6.83       Female     NA     NA
## 1227   LS10        22712004  -37.59   -6.46  6.92       Female     NA     NA
## 1228   LS10        22712004  -43.87  -17.02  7.00       Female     NA     NA
## 1229   LS10        22712004  -49.50  -10.44  7.08       Female     NA     NA
## 1230   LS10        22712004  -69.73   -1.98  7.17       Female     NA     NA
## 1231   LS10        22712004  -29.81  -10.28  7.25       Female     NA     NA
## 1232   LS10        22712004  -48.59  -16.24  7.33       Female     NA     NA
## 1233   LS10        22712004  -57.28   -9.68  7.42       Female     NA     NA
## 1234   LS10        22712004  -40.52  -12.44  7.50       Female     NA     NA
## 1235   LS10        22712004  -60.14   -7.65  7.58       Female     NA     NA
## 1236   LS10        22712004  -20.90  -17.23  7.67       Female     NA     NA
## 1237   LS10        22712004  -32.13  -22.37  7.75       Female     NA     NA
## 1238   LS10        22712004  -51.85   -6.08  7.83       Female     NA     NA
## 1239   LS10        22712004  -58.13   -4.42  7.92       Female     NA     NA
## 1240   LS10        22712004  -33.09   -7.46  8.00       Female     NA     NA
## 1241   LS10        22712004  -36.66   -6.14  8.08       Female     NA     NA
## 1242   LS10        22712004  -52.57  -23.88  8.17       Female     NA     NA
## 1243   LS10        22712004  -47.93   -5.82  8.25       Female     NA     NA
## 1244   LS10        22712004  -34.13  -13.98  8.33       Female     NA     NA
## 1245   LS10        22712004  -27.98  -29.81  8.42       Female     NA     NA
## 1246   LS10        22712004  -44.69   -9.90  8.50       Female     NA     NA
## 1247   LS10        22712004  -49.37   -4.20  8.58       Female     NA     NA
## 1248   LS10        22712004  -58.41   -5.30  8.67       Female     NA     NA
## 1249   LS10        22712004  -59.09  -11.48  8.75       Female     NA     NA
## 1250   LS10        22712004  -64.42   -9.49  8.83       Female     NA     NA
## 1251   LS10        22712004  -28.49   -4.07  8.92       Female     NA     NA
## 1252   LS10        22712004  -65.93  -14.66  9.00       Female     NA     NA
## 1253   LS10        22712004  -47.80   -7.52  9.08       Female     NA     NA
## 1254   LS10        22712004  -40.08  -15.05  9.17       Female     NA     NA
## 1255   LS10        22712004  -40.72  -10.82  9.25       Female     NA     NA
## 1256   LS10        22712004  -54.80   -9.02  9.33       Female     NA     NA
## 1257   LS10        22712004  -27.89   -2.86  9.42       Female     NA     NA
## 1258   LS10        22712004  -53.47   -9.52  9.50       Female     NA     NA
## 1259   LS10        22712004  -59.01  -10.18  9.58       Female     NA     NA
## 1260   LS10        22712004  -45.33  -16.64  9.67       Female     NA     NA
## 1261   LS10        22712004  -39.44  -11.36  9.75       Female     NA     NA
## 1262   LS10        22712004  -45.60   -4.70  9.83       Female     NA     NA
## 1263   LS10        22712004  -46.48   -8.02  9.92       Female     NA     NA
## 1264   LS10        22712005  -35.53   -6.84 10.00       Female     NA     NA
## 1265   LS10        22712005  -45.08   -4.79 10.08       Female     NA     NA
## 1266   LS10        22712005  -30.28   -8.30 10.17       Female     NA     NA
## 1267   LS10        22712005  -46.29   -6.00 10.25       Female     NA     NA
## 1268   LS10        22712005  -40.62   -7.05 10.33       Female     NA     NA
## 1269   LS10        22712005  -62.78  -19.44 10.42       Female     NA     NA
## 1270   LS10        22712005  -42.40  -11.88 10.50       Female     NA     NA
## 1271   LS10        22712005  -93.79  -15.66 10.58       Female     NA     NA
## 1272   LS10        22712005  -42.69  -20.72 10.67       Female     NA     NA
## 1273   LS10        22712005  -62.23  -17.06 10.75       Female     NA     NA
## 1274   LS10        22712005  -54.22  -13.94 10.83       Female     NA     NA
## 1275   LS10        22712005  -18.49   -5.06 10.92       Female     NA     NA
## 1276   LS10        22712005  -64.14  -17.14 11.00       Female     NA     NA
## 1277   LS10        22712005  -35.66  -21.62 11.08       Female     NA     NA
## 1278   LS10        22712005  -55.58   -3.70 11.17       Female     NA     NA
## 1279   LS10        22712005  -56.02   -4.75 11.25       Female     NA     NA
## 1280   LS10        22712005  -36.06   -8.60 11.33       Female     NA     NA
## 1281   LS10        22712005  -46.88  -12.09 11.42       Female     NA     NA
## 1282   LS10        22712005  -51.12  -12.05 11.50       Female     NA     NA
## 1283   LS10        22712005  -40.38   -4.37 11.58       Female     NA     NA
## 1284   LS10        22712005  -49.19   -8.29 11.67       Female     NA     NA
## 1285   LS10        22712005  -59.66  -24.87 11.75       Female     NA     NA
## 1286   LS10        22712005  -48.54   -4.60 11.83       Female     NA     NA
## 1287   LS10        22712005  -42.69  -15.22 11.92       Female     NA     NA
## 1288   LS10        22712005  -41.86   -8.90 12.00       Female     NA     NA
## 1289   LS10        22712005  -39.28   -2.66 12.08       Female     NA     NA
## 1290   LS10        22712005  -48.32  -13.53 12.17       Female     NA     NA
## 1291   LS10        22712005  -57.09   -7.65 12.25       Female     NA     NA
## 1292   LS10        22712005  -39.48  -19.33 12.33       Female     NA     NA
## 1293   LS10        22712005  -49.20  -16.85 12.42       Female     NA     NA
## 1294   LS10        22712005  -31.02   -7.83 12.50       Female     NA     NA
## 1295   LS10        22712005  -33.67   -9.25 12.58       Female     NA     NA
## 1296   LS10        22712005  -46.57   -6.28 12.67       Female     NA     NA
## 1297   LS10        22712005  -57.53   -6.87 12.75       Female     NA     NA
## 1298   LS10        22712005  -40.17  -12.70 12.83       Female     NA     NA
## 1299   LS10        22712005  -36.09   -6.79 12.92       Female     NA     NA
## 1300   LS10        22712005  -42.42   -5.80 13.00       Female     NA     NA
## 1301   LS10        22712005  -31.71  -16.45 13.08       Female     NA     NA
## 1302   LS10        22712005  -48.53   -4.59 13.17       Female     NA     NA
## 1303   LS10        22712005  -42.35   -8.78 13.25       Female     NA     NA
## 1304   LS10        22712005  -41.00   -6.21 13.33       Female     NA     NA
## 1305   LS10        22712005  -58.50  -11.50 13.42       Female     NA     NA
## 1306   LS10        22712005  -34.23  -22.64 13.50       Female     NA     NA
## 1307   LS10        22712005  -36.53  -11.51 13.58       Female     NA     NA
## 1308   LS10        22712005  -50.75  -13.52 13.67       Female     NA     NA
## 1309   LS10        22712005  -37.84   -7.93 13.75       Female     NA     NA
## 1310   LS10        22712005  -80.75   -7.51 13.83       Female     NA     NA
## 1311   LS10        22712005  -51.12  -19.38 13.92       Female     NA     NA
## 1312   LS10        22712005  -42.29   -7.50 14.00       Female     NA     NA
## 1313   LS10        22712005  -57.91   -6.03 14.08       Female     NA     NA
## 1314   LS10        22712005  -39.62  -10.93 14.17       Female     NA     NA
## 1315   LS10        22712005  -54.68   -5.24 14.25       Female     NA     NA
## 1316   LS10        22712005  -56.52   -8.30 14.33       Female     NA     NA
## 1317   LS10        22712005  -62.91   -6.76 14.42       Female     NA     NA
## 1318   LS10        22712005  -40.43  -11.74 14.50       Female     NA     NA
## 1319   LS10        22712005  -50.74  -19.00 14.58       Female     NA     NA
## 1320   LS10        22712005  -67.45   -6.42 14.67       Female     NA     NA
## 1321   LS10        22712005  -36.27   -5.75 14.75       Female     NA     NA
## 1322   LS10        22712005  -48.50   -6.39 14.83       Female     NA     NA
## 1323   LS10        22712005  -63.59  -16.60 14.92       Female     NA     NA
## 1324   LS10        22712006  -55.70  -15.42 15.00       Female     NA     NA
## 1325   LS10        22712006  -29.38  -19.61 15.08       Female     NA     NA
## 1326   LS10        22712006  -59.72  -15.16 15.17       Female     NA     NA
## 1327   LS10        22712006  -59.46  -22.23 15.25       Female     NA     NA
## 1328   LS10        22712006  -55.47  -14.58 15.33       Female     NA     NA
## 1329   LS10        22712006  -53.06   -6.67 15.42       Female     NA     NA
## 1330   LS10        22712006  -59.66   -5.95 15.50       Female     NA     NA
## 1331   LS10        22712006  -21.08   -4.60 15.58       Female     NA     NA
## 1332   LS10        22712006  -64.01   -2.97 15.67       Female     NA     NA
## 1333   LS10        22712006  -44.04   -4.97 15.75       Female     NA     NA
## 1334   LS10        22712006  -47.10  -14.75 15.83       Female     NA     NA
## 1335   LS10        22712006  -32.90  -20.08 15.92       Female     NA     NA
## 1336   LS10        22712006  -50.34   -5.17 16.00       Female     NA     NA
## 1337   LS10        22712006  -25.98  -19.88 16.08       Female     NA     NA
## 1338   LS10        22712006  -32.90   -4.21 16.17       Female     NA     NA
## 1339   LS10        22712006  -47.02   -7.95 16.25       Female     NA     NA
## 1340   LS10        22712006  -46.33  -10.32 16.33       Female     NA     NA
## 1341   LS10        22712006  -50.21   -7.49 16.42       Female     NA     NA
## 1342   LS10        22712006  -22.24  -11.26 16.50       Female     NA     NA
## 1343   LS10        22712006  -43.68  -25.37 16.58       Female     NA     NA
## 1344   LS10        22712006  -37.45  -17.92 16.67       Female     NA     NA
## 1345   LS10        22712006  -29.29  -15.86 16.75       Female     NA     NA
## 1346   LS10        22712006  -46.45   -5.56 16.83       Female     NA     NA
## 1347   LS10        22712006  -63.75  -15.54 16.92       Female     NA     NA
## 1348   LS10        22712006  -25.71  -12.28 17.00       Female     NA     NA
## 1349   LS10        22712006  -43.11  -10.76 17.08       Female     NA     NA
## 1350   LS10        22712006  -54.43   -8.04 17.17       Female     NA     NA
## 1351   LS10        22712006  -48.33  -18.42 17.25       Female     NA     NA
## 1352   LS10        22712006  -34.43   -4.52 17.33       Female     NA     NA
## 1353   LS10        22712006  -40.95  -15.92 17.42       Female     NA     NA
## 1354   LS10        22712006  -61.16   -8.06 17.50       Female     NA     NA
## 1355   LS10        22712006  -26.96   -3.16 17.58       Female     NA     NA
## 1356   LS10        22712006  -61.29   -4.52 17.67       Female     NA     NA
## 1357   LS10        22712006  -35.74  -22.31 17.75       Female     NA     NA
## 1358   LS10        22712006  -18.47  -10.54 17.83       Female     NA     NA
## 1359   LS10        22712006  -53.24   -2.58 17.92       Female     NA     NA
## 1360   LS10        22712006  -39.91  -14.27 18.00       Female     NA     NA
## 1361   LS10        22712006  -45.18  -10.39 18.08       Female     NA     NA
## 1362   LS10        22712006  -57.90   -6.63 18.17       Female     NA     NA
## 1363   LS10        22712006  -62.70   -1.67 18.25       Female     NA     NA
## 1364   LS10        22712006  -41.37   -2.92 18.33       Female     NA     NA
## 1365   LS10        22712006  -67.96   -3.26 18.42       Female     NA     NA
## 1366   LS10        22712006  -46.34   -6.06 18.50       Female     NA     NA
## 1367   LS10        22712006  -46.06  -20.43 18.58       Female     NA     NA
## 1368   LS10        22712006  -43.97  -12.23 18.67       Female     NA     NA
## 1369   LS10        22712006  -61.08  -18.36 18.75       Female     NA     NA
## 1370   LS10        22712006  -58.43   -5.94 18.83       Female     NA     NA
## 1371   LS10        22712006  -59.06   -2.91 18.92       Female     NA     NA
## 1372   LS10        22712006  -51.93  -11.04 19.00       Female     NA     NA
## 1373   LS10        22712006  -29.64   -8.89 19.08       Female     NA     NA
## 1374   LS10        22712006  -40.87  -14.01 19.17       Female     NA     NA
## 1375   LS10        22712006  -44.19  -21.60 19.25       Female     NA     NA
## 1376   LS10        22712006  -11.01   -5.52 19.33       Female     NA     NA
## 1377   LS10        22712006  -49.54   -2.54 19.42       Female     NA     NA
## 1378   LS10        22712006  -51.33  -12.88 19.50       Female     NA     NA
## 1379   LS10        22712006  -58.98  -20.53 19.58       Female     NA     NA
## 1380   LS10        22712006  -49.12   -5.78 19.67       Female     NA     NA
## 1381   LS10        22712006  -38.45  -17.70 19.75       Female     NA     NA
## 1382   LS10        22712006  -38.59   -6.24 19.83       Female     NA     NA
## 1383   LS10        22712006  -44.39  -16.31 19.92       Female     NA     NA
## 1384   LS10        22712007  -50.25   -7.52 20.00       Female     NA     NA
## 1385   LS10        22712007  -53.05  -20.09 20.08       Female     NA     NA
## 1386   LS10        22712007  -56.92   -9.93 20.17       Female     NA     NA
## 1387   LS10        22712007  -56.17  -10.39 20.25       Female     NA     NA
## 1388   LS10        22712007  -45.96   -9.95 20.33       Female     NA     NA
## 1389   LS10        22712007  -53.99   -4.55 20.42       Female     NA     NA
## 1390   LS10        22712007  -40.78  -11.48 20.50       Female     NA     NA
## 1391   LS10        22712007  -36.52   -9.06 20.58       Female     NA     NA
## 1392   LS10        22712007  -42.36   -8.18 20.67       Female     NA     NA
## 1393   LS10        22712007  -39.61  -14.59 20.75       Female     NA     NA
## 1394   LS10        22712007  -51.52  -16.12 20.83       Female     NA     NA
## 1395   LS10        22712007  -57.53  -12.36 20.92       Female     NA     NA
## 1396   LS10        22712007  -63.16  -13.72 21.00       Female     NA     NA
## 1397   LS10        22712007  -60.34   -4.79 21.08       Female     NA     NA
## 1398   LS10        22712007  -24.30  -11.48 21.17       Female     NA     NA
## 1399   LS10        22712007  -47.92  -14.35 21.25       Female     NA     NA
## 1400   LS10        22712007  -36.14  -15.38 21.33       Female     NA     NA
## 1401   LS10        22712007  -37.11  -15.14 21.42       Female     NA     NA
## 1402   LS10        22712007  -42.45  -19.25 21.50       Female     NA     NA
## 1403   LS10        22712007  -39.41   -7.67 21.58       Female     NA     NA
## 1404   LS10        22712007  -48.95   -3.18 21.67       Female     NA     NA
## 1405   LS10        22712007  -46.29   -7.84 21.75       Female     NA     NA
## 1406   LS10        22712007  -34.72   -6.03 21.83       Female     NA     NA
## 1407   LS10        22712007  -49.39  -17.04 21.92       Female     NA     NA
## 1408   LS10        22712007  -49.62   -4.45 22.00       Female     NA     NA
## 1409   LS10        22712007  -44.91  -10.12 22.08       Female     NA     NA
## 1410   LS10        22712007  -43.73   -8.33 22.17       Female     NA     NA
## 1411   LS10        22712007  -34.92   -3.18 22.25       Female     NA     NA
## 1412   LS10        22712007  -56.58  -18.13 22.33       Female     NA     NA
## 1413   LS10        22712007  -54.57  -14.90 22.42       Female     NA     NA
## 1414   LS10        22712007  -33.60   -9.79 22.50       Female     NA     NA
## 1415   LS10        22712007  -55.84   -3.35 22.58       Female     NA     NA
## 1416   LS10        22712007  -43.02   -5.79 22.67       Female     NA     NA
## 1417   LS10        22712007  -54.81  -12.70 22.75       Female     NA     NA
## 1418   LS10        22712007  -50.12   -5.56 22.83       Female     NA     NA
## 1419   LS10        22712007  -34.83   -7.98 22.92       Female     NA     NA
## 1420   LS10        22712007  -18.96   -6.75 23.00       Female     NA     NA
## 1421   LS10        22712007  -52.83   -4.00 23.08       Female     NA     NA
## 1422   LS10        22712007  -39.65  -13.40 23.17       Female     NA     NA
## 1423   LS10        22712007  -39.40  -24.14 23.25       Female     NA     NA
## 1424   LS10        22712007  -32.01   -7.59 23.33       Female     NA     NA
## 1425   LS10        22712007  -37.44   -8.14 23.42       Female     NA     NA
## 1426   LS10        22712007  -54.65   -3.99 23.50       Female     NA     NA
## 1427   LS10        22712007  -37.36   -5.01 23.58       Female     NA     NA
## 1428   LS10        22712007  -34.23   -7.38 23.67       Female     NA     NA
## 1429   LS10        22712007  -57.85   -4.75 23.75       Female     NA     NA
## 1430   LS10        22712007  -47.59   -9.75 23.83       Female     NA     NA
## 1431   LS10        22712007  -52.43   -9.09 23.92       Female     NA     NA
## 1432   LS10        22712007  -35.43   -9.18 24.00       Female     NA     NA
## 1433   LS10        22712007  -51.47   -5.69 24.08       Female     NA     NA
## 1434   LS10        22712007  -27.24   -3.44 24.17       Female     NA     NA
## 1435   LS10        22712007  -43.42  -14.74 24.25       Female     NA     NA
## 1436   LS10        22712007  -47.28  -11.26 24.33       Female     NA     NA
## 1437   LS10        22712007  -51.19  -17.62 24.42       Female     NA     NA
## 1438   LS10        22712007  -30.72   -7.52 24.50       Female     NA     NA
## 1439   LS10        22712007  -40.63  -13.78 24.58       Female     NA     NA
## 1440   LS10        22712007  -34.85   -9.22 24.67       Female     NA     NA
## 1441   LS10        22712007  -47.96  -17.44 24.75       Female     NA     NA
## 1442   LS10        22712007  -38.70  -10.02 24.83       Female     NA     NA
## 1443   LS10        22712007  -43.07   -3.39 24.92       Female     NA     NA
## 1444   LS10        22712008  -64.83   -3.19 25.00       Female     NA     NA
## 1445   LS10        22712008  -21.30  -21.91 25.08       Female     NA     NA
## 1446   LS10        22712008  -44.91   -6.45 25.17       Female     NA     NA
## 1447   LS10        22712008  -22.48  -10.89 25.25       Female     NA     NA
## 1448   LS10        22712008  -45.03   -3.53 25.33       Female     NA     NA
## 1449   LS10        22712008  -29.33  -13.46 25.42       Female     NA     NA
## 1450   LS10        22712008  -46.69   -4.58 25.50       Female     NA     NA
## 1451   LS10        22712008  -55.15  -16.08 25.58       Female     NA     NA
## 1452   LS10        22712008  -36.28   -4.54 25.67       Female     NA     NA
## 1453   LS10        22712008  -13.91  -16.96 25.75       Female     NA     NA
## 1454   LS10        22712008  -59.71  -11.49 25.83       Female     NA     NA
## 1455   LS10        22712008  -28.71  -11.01 25.92       Female     NA     NA
## 1456   LS10        22712008  -41.50  -15.26 26.00       Female     NA     NA
## 1457   LS10        22712008  -34.48  -11.90 26.08       Female     NA     NA
## 1458   LS10        22712008  -55.85   -7.02 26.17       Female     NA     NA
## 1459   LS10        22712008  -49.73   -0.91 26.25       Female     NA     NA
## 1460   LS10        22712008  -55.36  -18.13 26.33       Female     NA     NA
## 1461   LS10        22712008  -43.94  -17.08 26.42       Female     NA     NA
## 1462   LS10        22712008  -43.42  -12.29 26.50       Female     NA     NA
## 1463   LS10        22712008  -41.35   -1.07 26.58       Female     NA     NA
## 1464   LS10        22712008  -40.07   -2.84 26.67       Female     NA     NA
## 1465   LS10        22712008  -53.31    7.73 26.75       Female     NA     NA
## 1466   LS10        22712008  -63.34   -2.92 26.83       Female     NA     NA
## 1467   LS10        22712008  -51.25   -6.09 26.92       Female     NA     NA
## 1468   LS10        22712008  -42.33   -0.83 27.00       Female     NA     NA
## 1469   LS10        22712008  -44.07  -14.16 27.08       Female     NA     NA
## 1470   LS10        22712008  -51.58   -5.20 27.17       Female     NA     NA
## 1471   LS10        22712008  -10.59   -8.76 27.25       Female     NA     NA
## 1472   LS10        22712008  -45.39  -11.21 27.33       Female     NA     NA
## 1473   LS10        22712008  -43.21  -15.74 27.42       Female     NA     NA
## 1474   LS10        22712008  -68.30   -8.48 27.50       Female     NA     NA
## 1475   LS10        22712008  -49.91   -3.53 27.58       Female     NA     NA
## 1476   LS10        22712008  -34.75  -11.55 27.67       Female     NA     NA
## 1477   LS10        22712008  -39.07   -4.89 27.75       Female     NA     NA
## 1478   LS10        22712008  -57.72   -9.51 27.83       Female     NA     NA
## 1479   LS10        22712008  -34.27   -9.86 27.92       Female     NA     NA
## 1480   LS10        22712008  -44.22  -13.10 28.00       Female     NA     NA
## 1481   LS10        22712008  -42.41   -5.79 28.08       Female     NA     NA
## 1482   LS10        22712008  -46.11  -10.10 28.17       Female     NA     NA
## 1483   LS10        22712008  -46.22  -13.26 28.25       Female     NA     NA
## 1484   LS10        22712008  -33.69   -3.18 28.33       Female     NA     NA
## 1485   LS10        22712008  -40.33  -13.47 28.42       Female     NA     NA
## 1486   LS10        22712008  -48.62  -19.94 28.50       Female     NA     NA
## 1487   LS10        22712008  -48.97  -10.52 28.58       Female     NA     NA
## 1488   LS10        22712008  -64.25   -4.43 28.67       Female     NA     NA
## 1489   LS10        22712008  -39.48   -8.96 28.75       Female     NA     NA
## 1490   LS10        22712008  -18.97   -0.04 28.83       Female     NA     NA
## 1491   LS10        22712008  -15.84  -10.35 28.92       Female     NA     NA
## 1492   LS10        22712008  -42.75  -12.84 29.00       Female     NA     NA
## 1493   LS10        22712008  -54.84   -4.18 29.08       Female     NA     NA
## 1494   LS10        22712008  -62.22   -6.68 29.17       Female     NA     NA
## 1495   LS10        22712008  -40.51   -6.94 29.25       Female     NA     NA
## 1496   LS10        22712008  -40.47   -8.73 29.33       Female     NA     NA
## 1497   LS10        22712008  -27.99  -13.34 29.42       Female     NA     NA
## 1498   LS10        22712008  -36.93  -11.29 29.50       Female     NA     NA
## 1499   LS10        22712008  -55.86   -6.42 29.58       Female     NA     NA
## 1500   LS10        22712008  -39.39   -5.21 29.67       Female     NA     NA
## 1501   LS10        22712008  -43.86  -19.44 29.75       Female     NA     NA
## 1502   LS10        22712008  -53.36   -4.53 29.83       Female     NA     NA
## 1503   LS10        22712008  -30.07   -8.71 29.92       Female     NA     NA
## 1504   LS10        22712009  -35.19   -5.90 30.00       Female     NA     NA
## 1505   LS10        22712009  -54.44   -5.61 30.08       Female     NA     NA
## 1506   LS10        22712009  -42.30   -5.68 30.17       Female     NA     NA
## 1507   LS10        22712009  -41.14  -10.63 30.25       Female     NA     NA
## 1508   LS10        22712009  -54.69  -11.96 30.33       Female     NA     NA
## 1509   LS10        22712009  -33.36   -7.73 30.42       Female     NA     NA
## 1510   LS10        22712009  -60.94   -4.17 30.50       Female     NA     NA
## 1511   LS10        22712009  -37.89   -5.54 30.58       Female     NA     NA
## 1512   LS10        22712009  -58.87  -10.04 30.67       Female     NA     NA
## 1513   LS10        22712009  -55.63  -52.58 30.75       Female     NA     NA
## 1514   LS10        22712009  -42.68   -5.45 30.83       Female     NA     NA
## 1515   LS10        22712009  -54.99  -11.04 30.92       Female     NA     NA
## 1516   LS10        22712009  -51.76   -9.04 31.00       Female     NA     NA
## 1517   LS10        22712009  -52.26   -7.09 31.08       Female     NA     NA
## 1518   LS10        22712009  -52.16   -6.38 31.17       Female     NA     NA
## 1519   LS10        22712009  -59.37  -11.15 31.25       Female     NA     NA
## 1520   LS10        22712009  -48.11  -10.27 31.33       Female     NA     NA
## 1521   LS10        22712009  -44.42  -10.85 31.42       Female     NA     NA
## 1522   LS10        22712009  -54.66   -2.78 31.50       Female     NA     NA
## 1523   LS10        22712009  -46.52   -5.63 31.58       Female     NA     NA
## 1524   LS10        22712009  -48.16   -4.22 31.67       Female     NA     NA
## 1525   LS10        22712009  -50.81   -5.04 31.75       Female     NA     NA
## 1526   LS10        22712009  -57.54   -5.05 31.83       Female     NA     NA
## 1527   LS10        22712009  -56.41   -0.26 31.92       Female     NA     NA
## 1528   LS10        22712009  -47.77  -20.30 32.00       Female     NA     NA
## 1529   LS10        22712009  -35.34   -9.70 32.08       Female     NA     NA
## 1530   LS10        22712009  -50.79   -3.19 32.17       Female     NA     NA
## 1531   LS10        22712009  -35.86   -1.07 32.25       Female     NA     NA
## 1532   LS10        22712009  -26.48  -10.00 32.33       Female     NA     NA
## 1533   LS10        22712009  -17.79   -8.02 32.42       Female     NA     NA
## 1534   LS10        22712009  -47.58   -3.64 32.50       Female     NA     NA
## 1535   LS10        22712009  -43.81   -5.36 32.58       Female     NA     NA
## 1536   LS10        22712009  -45.41   -7.57 32.67       Female     NA     NA
## 1537   LS10        22712009  -52.55   -8.00 32.75       Female     NA     NA
## 1538   LS10        22712009  -47.47  -18.79 32.83       Female     NA     NA
## 1539   LS10        22712009  -43.80  -11.45 32.92       Female     NA     NA
## 1540   LS10        22712009  -53.80   -7.41 33.00       Female     NA     NA
## 1541   LS10        22712009  -48.16   -3.00 33.08       Female     NA     NA
## 1542   LS10        22712009  -18.99  -27.54 33.17       Female     NA     NA
## 1543   LS10        22712009  -47.40  -13.83 33.25       Female     NA     NA
## 1544   LS10        22712009  -18.63   -3.37 33.33       Female     NA     NA
## 1545   LS10        22712009  -50.54  -22.47 33.42       Female     NA     NA
## 1546   LS10        22712009  -28.20   -6.23 33.50       Female     NA     NA
## 1547   LS10        22712009  -30.96  -14.48 33.58       Female     NA     NA
## 1548   LS10        22712009  -39.48  -11.41 33.67       Female     NA     NA
## 1549   LS10        22712009  -52.47   -3.03 33.75       Female     NA     NA
## 1550   LS10        22712009  -26.58  -14.37 33.83       Female     NA     NA
## 1551   LS10        22712009  -61.47  -12.65 33.92       Female     NA     NA
## 1552   LS10        22712009  -29.19  -22.48 34.00       Female     NA     NA
## 1553   LS10        22712009  -42.39   -6.99 34.08       Female     NA     NA
## 1554   LS10        22712009  -21.74  -28.45 34.17       Female     NA     NA
## 1555   LS10        22712009  -42.95  -20.37 34.25       Female     NA     NA
## 1556   LS10        22712009  -51.88   -8.54 34.33       Female     NA     NA
## 1557   LS10        22712009  -36.97   -7.06 34.42       Female     NA     NA
## 1558   LS10        22712009  -46.32  -18.25 34.50       Female     NA     NA
## 1559   LS10        22712009  -51.48   -3.27 34.58       Female     NA     NA
## 1560   LS10        22712009  -36.03  -18.33 34.67       Female     NA     NA
## 1561   LS10        22712009  -56.09  -20.69 34.75       Female     NA     NA
## 1562   LS10        22712009  -44.81   -6.97 34.83       Female     NA     NA
## 1563   LS10        22712009  -24.74   -7.04 34.92       Female     NA     NA
## 1564    LS2        22613001  -67.27  -15.39  0.00       Female     NA     NA
## 1565    LS2        22613001  -73.42  -15.43  0.08       Female     NA     NA
## 1566    LS2        22613001  -55.09  -27.62  0.17       Female     NA     NA
## 1567    LS2        22613001  -74.07  -16.70  0.25       Female     NA     NA
## 1568    LS2        22613001  -59.77  -39.02  0.33       Female     NA     NA
## 1569    LS2        22613001  -51.93  -39.72  0.42       Female     NA     NA
## 1570    LS2        22613001  -79.13  -41.90  0.50       Female     NA     NA
## 1571    LS2        22613001  -68.58  -19.75  0.58       Female     NA     NA
## 1572    LS2        22613001  -73.90  -25.68  0.67       Female     NA     NA
## 1573    LS2        22613001  -66.03  -20.25  0.75       Female     NA     NA
## 1574    LS2        22613001  -59.18   -6.69  0.83       Female     NA     NA
## 1575    LS2        22613001  -68.22  -33.43  0.92       Female     NA     NA
## 1576    LS2        22613001  -79.76   -9.57  1.00       Female     NA     NA
## 1577    LS2        22613001  -55.25  -46.10  1.08       Female     NA     NA
## 1578    LS2        22613001  -88.57  -17.16  1.17       Female     NA     NA
## 1579    LS2        22613001  -65.31  -23.19  1.25       Female     NA     NA
## 1580    LS2        22613001  -54.02  -37.54  1.33       Female     NA     NA
## 1581    LS2        22613001  -78.81  -29.37  1.42       Female     NA     NA
## 1582    LS2        22613001  -56.10  -21.31  1.50       Female     NA     NA
## 1583    LS2        22613001  -43.45  -22.09  1.58       Female     NA     NA
## 1584    LS2        22613001  -27.04  -25.21  1.67       Female     NA     NA
## 1585    LS2        22613001  -58.34  -87.64  1.75       Female     NA     NA
## 1586    LS2        22613001  -74.19  -57.71  1.83       Female     NA     NA
## 1587    LS2        22613001  -54.75  -11.41  1.92       Female     NA     NA
## 1588    LS2        22613001  -54.99  -45.83  2.00       Female     NA     NA
## 1589    LS2        22613001  -70.20   -7.94  2.08       Female     NA     NA
## 1590    LS2        22613001  -44.88  -16.81  2.17       Female     NA     NA
## 1591    LS2        22613001  -79.01  -24.08  2.25       Female     NA     NA
## 1592    LS2        22613001  -77.01  -23.91  2.33       Female     NA     NA
## 1593    LS2        22613001  -70.14   -7.28  2.42       Female     NA     NA
## 1594    LS2        22613001  -58.47  -45.65  2.50       Female     NA     NA
## 1595    LS2        22613001  -54.32   -9.77  2.58       Female     NA     NA
## 1596    LS2        22613001  -60.54  -40.40  2.67       Female     NA     NA
## 1597    LS2        22613001  -35.57  -36.79  2.75       Female     NA     NA
## 1598    LS2        22613001  -69.27  -46.69  2.83       Female     NA     NA
## 1599    LS2        22613001  -45.92  -15.40  2.92       Female     NA     NA
## 1600    LS2        22613001  -52.09  -86.88  3.00       Female     NA     NA
## 1601    LS2        22613001  -73.52  -40.56  3.08       Female     NA     NA
## 1602    LS2        22613001  -58.79  -54.52  3.17       Female     NA     NA
## 1603    LS2        22613001  -71.95  -26.78  3.25       Female     NA     NA
## 1604    LS2        22613001  -65.76  -67.59  3.33       Female     NA     NA
## 1605    LS2        22613001  -64.95  -60.07  3.42       Female     NA     NA
## 1606    LS2        22613001  -62.38  -34.92  3.50       Female     NA     NA
## 1607    LS2        22613001  -64.45  -53.46  3.58       Female     NA     NA
## 1608    LS2        22613001  -56.31  -22.13  3.67       Female     NA     NA
## 1609    LS2        22613001  -91.14  -44.76  3.75       Female     NA     NA
## 1610    LS2        22613001  -48.15  -67.69  3.83       Female     NA     NA
## 1611    LS2        22613001  -53.83  -26.36  3.92       Female     NA     NA
## 1612    LS2        22613001  -49.62  -70.37  4.00       Female     NA     NA
## 1613    LS2        22613001  -57.45  -81.25  4.08       Female     NA     NA
## 1614    LS2        22613001  -54.20  -13.92  4.17       Female     NA     NA
## 1615    LS2        22613001  -73.33  -75.77  4.25       Female     NA     NA
## 1616    LS2        22613001  -50.81 -117.95  4.33       Female     NA     NA
## 1617    LS2        22613001  -87.12   -8.38  4.42       Female     NA     NA
## 1618    LS2        22613001  -77.33  -79.77  4.50       Female     NA     NA
## 1619    LS2        22613001 -101.94  -27.47  4.58       Female     NA     NA
## 1620    LS2        22613001  -94.37  -28.45  4.67       Female     NA     NA
## 1621    LS2        22613001  -45.89  -25.74  4.75       Female     NA     NA
## 1622    LS2        22613001  -74.16  -55.85  4.83       Female     NA     NA
## 1623    LS2        22613001  -74.36  -28.59  4.92       Female     NA     NA
## 1624    LS2        22613003  -68.86  -67.66  5.00       Female     NA     NA
## 1625    LS2        22613003  -68.39  -68.37  5.08       Female     NA     NA
## 1626    LS2        22613003  -68.51  -55.09  5.17       Female     NA     NA
## 1627    LS2        22613003  -63.43  -96.36  5.25       Female     NA     NA
## 1628    LS2        22613003  -64.45  -65.75  5.33       Female     NA     NA
## 1629    LS2        22613003  -63.53  -83.65  5.42       Female     NA     NA
## 1630    LS2        22613003  -32.14 -148.73  5.50       Female     NA     NA
## 1631    LS2        22613003  -58.26 -113.19  5.58       Female     NA     NA
## 1632    LS2        22613003  -61.25 -100.96  5.67       Female     NA     NA
## 1633    LS2        22613003  -45.75 -115.94  5.75       Female     NA     NA
## 1634    LS2        22613003  -49.73  -23.47  5.83       Female     NA     NA
## 1635    LS2        22613003  -83.56  -29.88  5.92       Female     NA     NA
## 1636    LS2        22613003  -39.92  -16.73  6.00       Female     NA     NA
## 1637    LS2        22613003  -76.68  -51.04  6.08       Female     NA     NA
## 1638    LS2        22613003  -74.27  -38.87  6.17       Female     NA     NA
## 1639    LS2        22613003  -58.11  -42.23  6.25       Female     NA     NA
## 1640    LS2        22613003  -36.24  -85.08  6.33       Female     NA     NA
## 1641    LS2        22613003  -91.27  -51.57  6.42       Female     NA     NA
## 1642    LS2        22613003  -48.63  -58.39  6.50       Female     NA     NA
## 1643    LS2        22613003  -94.69  -18.37  6.58       Female     NA     NA
## 1644    LS2        22613003  -45.73  -94.57  6.67       Female     NA     NA
## 1645    LS2        22613003  -58.16  -82.02  6.75       Female     NA     NA
## 1646    LS2        22613003  -71.53  -49.53  6.83       Female     NA     NA
## 1647    LS2        22613003  -38.77 -111.42  6.92       Female     NA     NA
## 1648    LS2        22613003  -92.96  -19.71  7.00       Female     NA     NA
## 1649    LS2        22613003  -81.64  -61.50  7.08       Female     NA     NA
## 1650    LS2        22613003  -92.20  -61.74  7.17       Female     NA     NA
## 1651    LS2        22613003  -40.31  -48.83  7.25       Female     NA     NA
## 1652    LS2        22613003 -100.47  -34.56  7.33       Female     NA     NA
## 1653    LS2        22613003  -39.23  -94.76  7.42       Female     NA     NA
## 1654    LS2        22613003  -58.56  -64.05  7.50       Female     NA     NA
## 1655    LS2        22613003  -28.47 -103.52  7.58       Female     NA     NA
## 1656    LS2        22613003  -85.54  -19.01  7.67       Female     NA     NA
## 1657    LS2        22613003  -62.12  -13.28  7.75       Female     NA     NA
## 1658    LS2        22613003  -75.93  -46.63  7.83       Female     NA     NA
## 1659    LS2        22613003  -48.39  -36.26  7.92       Female     NA     NA
## 1660    LS2        22613003 -100.65  -33.52  8.00       Female     NA     NA
## 1661    LS2        22613003 -109.46  -16.07  8.08       Female     NA     NA
## 1662    LS2        22613003 -105.70  -11.08  8.17       Female     NA     NA
## 1663    LS2        22613003  -40.53  -77.18  8.25       Female     NA     NA
## 1664    LS2        22613003  -49.30  -65.81  8.33       Female     NA     NA
## 1665    LS2        22613003  -80.98  -65.21  8.42       Female     NA     NA
## 1666    LS2        22613003  -51.56   -8.86  8.50       Female     NA     NA
## 1667    LS2        22613003  -87.94  -44.61  8.58       Female     NA     NA
## 1668    LS2        22613003  -35.38  -20.13  8.67       Female     NA     NA
## 1669    LS2        22613003  -92.10  -38.98  8.75       Female     NA     NA
## 1670    LS2        22613003  -85.89  -30.94  8.83       Female     NA     NA
## 1671    LS2        22613003  -70.12  -34.72  8.92       Female     NA     NA
## 1672    LS2        22613003  -33.61 -113.55  9.00       Female     NA     NA
## 1673    LS2        22613003  -31.51  -93.11  9.08       Female     NA     NA
## 1674    LS2        22613003  -61.97  -91.27  9.17       Female     NA     NA
## 1675    LS2        22613003  -83.88  -30.17  9.25       Female     NA     NA
## 1676    LS2        22613003  -31.84 -102.04  9.33       Female     NA     NA
## 1677    LS2        22613003  -51.84  -36.56  9.42       Female     NA     NA
## 1678    LS2        22613003  -18.86  -50.59  9.50       Female     NA     NA
## 1679    LS2        22613003  -61.47  -36.48  9.58       Female     NA     NA
## 1680    LS2        22613003  -55.83 -107.13  9.67       Female     NA     NA
## 1681    LS2        22613003  -91.42  -23.04  9.75       Female     NA     NA
## 1682    LS2        22613003  -45.01 -102.39  9.83       Female     NA     NA
## 1683    LS2        22613003  -46.67 -108.31  9.92       Female     NA     NA
## 1684    LS2        22613004  -57.21  -54.77 10.00       Female     NA     NA
## 1685    LS2        22613004  -69.55  -26.22 10.08       Female     NA     NA
## 1686    LS2        22613004  -66.74  -56.98 10.17       Female     NA     NA
## 1687    LS2        22613004  -45.24  -91.62 10.25       Female     NA     NA
## 1688    LS2        22613004  -42.57  -79.19 10.33       Female     NA     NA
## 1689    LS2        22613004 -110.99   -9.68 10.42       Female     NA     NA
## 1690    LS2        22613004  -53.15   -6.15 10.50       Female     NA     NA
## 1691    LS2        22613004  -35.90  -70.69 10.58       Female     NA     NA
## 1692    LS2        22613004  -14.53  -78.01 10.67       Female     NA     NA
## 1693    LS2        22613004  -45.92 -128.32 10.75       Female     NA     NA
## 1694    LS2        22613004 -118.20  -29.09 10.83       Female     NA     NA
## 1695    LS2        22613004  -75.58  -15.76 10.92       Female     NA     NA
## 1696    LS2        22613004  -40.90  -23.20 11.00       Female     NA     NA
## 1697    LS2        22613004  -81.24  -37.90 11.08       Female     NA     NA
## 1698    LS2        22613004  -91.59  -64.12 11.17       Female     NA     NA
## 1699    LS2        22613004 -100.77  -24.48 11.25       Female     NA     NA
## 1700    LS2        22613004  -61.60  -68.92 11.33       Female     NA     NA
## 1701    LS2        22613004  -77.23  -81.50 11.42       Female     NA     NA
## 1702    LS2        22613004  -92.73  -26.20 11.50       Female     NA     NA
## 1703    LS2        22613004  -69.85  -19.19 11.58       Female     NA     NA
## 1704    LS2        22613004  -23.18 -122.67 11.67       Female     NA     NA
## 1705    LS2        22613004  -53.63  -35.32 11.75       Female     NA     NA
## 1706    LS2        22613004  -58.95  -67.50 11.83       Female     NA     NA
## 1707    LS2        22613004  -86.26  -42.31 11.92       Female     NA     NA
## 1708    LS2        22613004  -20.09  -70.75 12.00       Female     NA     NA
## 1709    LS2        22613004  -61.47  -42.55 12.08       Female     NA     NA
## 1710    LS2        22613004  -51.93  -31.18 12.17       Female     NA     NA
## 1711    LS2        22613004  -11.87 -121.73 12.25       Female     NA     NA
## 1712    LS2        22613004  -99.57  -50.13 12.33       Female     NA     NA
## 1713    LS2        22613004  -54.38  -84.28 12.42       Female     NA     NA
## 1714    LS2        22613004  -56.57  -28.49 12.50       Female     NA     NA
## 1715    LS2        22613004  -71.25  -57.21 12.58       Female     NA     NA
## 1716    LS2        22613004  -37.81  -43.92 12.67       Female     NA     NA
## 1717    LS2        22613004  -84.91  -39.13 12.75       Female     NA     NA
## 1718    LS2        22613004  -50.34  -27.14 12.83       Female     NA     NA
## 1719    LS2        22613004  -84.62  -40.07 12.92       Female     NA     NA
## 1720    LS2        22613004 -110.79  -18.62 13.00       Female     NA     NA
## 1721    LS2        22613004  -92.53  -36.38 13.08       Female     NA     NA
## 1722    LS2        22613004  -59.06  -34.04 13.17       Female     NA     NA
## 1723    LS2        22613004  -43.31  -51.85 13.25       Female     NA     NA
## 1724    LS2        22613004  -36.49 -105.46 13.33       Female     NA     NA
## 1725    LS2        22613004  -79.15  -60.23 13.42       Female     NA     NA
## 1726    LS2        22613004  -57.38  -57.38 13.50       Female     NA     NA
## 1727    LS2        22613004  -60.28 -109.72 13.58       Female     NA     NA
## 1728    LS2        22613004  -32.56  -95.43 13.67       Female     NA     NA
## 1729    LS2        22613004  -22.78  -73.44 13.75       Female     NA     NA
## 1730    LS2        22613004 -125.32  -20.34 13.83       Female     NA     NA
## 1731    LS2        22613004  -69.06  -39.15 13.92       Female     NA     NA
## 1732    LS2        22613004  -62.84  -38.43 14.00       Female     NA     NA
## 1733    LS2        22613004  -36.32  -54.64 14.08       Female     NA     NA
## 1734    LS2        22613004 -102.18  -30.77 14.17       Female     NA     NA
## 1735    LS2        22613004  -22.63  -68.40 14.25       Female     NA     NA
## 1736    LS2        22613004  -54.21  -46.28 14.33       Female     NA     NA
## 1737    LS2        22613004  -54.30 -116.56 14.42       Female     NA     NA
## 1738    LS2        22613004  -63.23  -67.51 14.50       Female     NA     NA
## 1739    LS2        22613004 -116.44  -54.19 14.58       Female     NA     NA
## 1740    LS2        22613004 -136.22  -35.51 14.67       Female     NA     NA
## 1741    LS2        22613004  -38.49  -27.50 14.75       Female     NA     NA
## 1742    LS2        22613004  -57.73  -66.89 14.83       Female     NA     NA
## 1743    LS2        22613004  -20.00  -38.92 14.92       Female     NA     NA
## 1744    LS2        22613005 -102.62  -56.88 15.00       Female     NA     NA
## 1745    LS2        22613005  -65.68  -37.66 15.08       Female     NA     NA
## 1746    LS2        22613005  -33.72  -71.55 15.17       Female     NA     NA
## 1747    LS2        22613005  -34.28  -79.45 15.25       Female     NA     NA
## 1748    LS2        22613005  -67.06  -84.14 15.33       Female     NA     NA
## 1749    LS2        22613005  -68.69  -49.16 15.42       Female     NA     NA
## 1750    LS2        22613005  -76.86  -35.95 15.50       Female     NA     NA
## 1751    LS2        22613005 -108.06   -4.31 15.58       Female     NA     NA
## 1752    LS2        22613005 -115.15  -37.04 15.67       Female     NA     NA
## 1753    LS2        22613005  -61.81  -65.45 15.75       Female     NA     NA
## 1754    LS2        22613005  -25.55 -109.80 15.83       Female     NA     NA
## 1755    LS2        22613005  -79.17  -47.40 15.92       Female     NA     NA
## 1756    LS2        22613005  -25.97 -102.32 16.00       Female     NA     NA
## 1757    LS2        22613005  -71.67  -71.03 16.08       Female     NA     NA
## 1758    LS2        22613005  -36.02  -90.94 16.17       Female     NA     NA
## 1759    LS2        22613005  -87.59  -72.34 16.25       Female     NA     NA
## 1760    LS2        22613005 -115.81  -38.32 16.33       Female     NA     NA
## 1761    LS2        22613005  -38.52  -56.25 16.42       Female     NA     NA
## 1762    LS2        22613005  -30.75  -77.77 16.50       Female     NA     NA
## 1763    LS2        22613005 -110.32  -44.98 16.58       Female     NA     NA
## 1764    LS2        22613005  -70.70  -70.05 16.67       Female     NA     NA
## 1765    LS2        22613005  -51.71 -102.96 16.75       Female     NA     NA
## 1766    LS2        22613005  -61.96  -76.01 16.83       Female     NA     NA
## 1767    LS2        22613005  -77.90  -74.83 16.92       Female     NA     NA
## 1768    LS2        22613005 -107.18  -30.26 17.00       Female     NA     NA
## 1769    LS2        22613005 -108.92  -25.90 17.08       Female     NA     NA
## 1770    LS2        22613005  -93.74  -71.13 17.17       Female     NA     NA
## 1771    LS2        22613005 -103.30  -38.55 17.25       Female     NA     NA
## 1772    LS2        22613005  -91.66  -61.16 17.33       Female     NA     NA
## 1773    LS2        22613005  -97.45  -22.99 17.42       Female     NA     NA
## 1774    LS2        22613005  -94.21  -32.60 17.50       Female     NA     NA
## 1775    LS2        22613005 -123.35  -28.77 17.58       Female     NA     NA
## 1776    LS2        22613005  -71.39  -37.15 17.67       Female     NA     NA
## 1777    LS2        22613005 -124.92  -19.97 17.75       Female     NA     NA
## 1778    LS2        22613005 -115.12  -31.47 17.83       Female     NA     NA
## 1779    LS2        22613005  -88.56  -31.82 17.92       Female     NA     NA
## 1780    LS2        22613005  -89.20  -84.34 18.00       Female     NA     NA
## 1781    LS2        22613005  -60.50 -133.76 18.08       Female     NA     NA
## 1782    LS2        22613005  -90.22  -15.74 18.17       Female     NA     NA
## 1783    LS2        22613005  -98.10  -23.64 18.25       Female     NA     NA
## 1784    LS2        22613005  -89.88  -89.90 18.33       Female     NA     NA
## 1785    LS2        22613005  -83.52  -25.55 18.42       Female     NA     NA
## 1786    LS2        22613005 -110.59  -21.51 18.50       Female     NA     NA
## 1787    LS2        22613005 -125.89  -27.03 18.58       Female     NA     NA
## 1788    LS2        22613005  -64.58 -105.47 18.67       Female     NA     NA
## 1789    LS2        22613005  -89.01  -68.20 18.75       Female     NA     NA
## 1790    LS2        22613005  -53.72  -25.63 18.83       Female     NA     NA
## 1791    LS2        22613005  -62.42  -74.00 18.92       Female     NA     NA
## 1792    LS2        22613005 -115.09  -35.10 19.00       Female     NA     NA
## 1793    LS2        22613005  -66.86  -45.48 19.08       Female     NA     NA
## 1794    LS2        22613005 -136.82  -50.75 19.17       Female     NA     NA
## 1795    LS2        22613005  -96.06  -19.15 19.25       Female     NA     NA
## 1796    LS2        22613005 -131.52  -52.79 19.33       Female     NA     NA
## 1797    LS2        22613005  -70.46  -60.06 19.42       Female     NA     NA
## 1798    LS2        22613005 -108.62  -40.88 19.50       Female     NA     NA
## 1799    LS2        22613005  -62.50  -45.43 19.58       Female     NA     NA
## 1800    LS2        22613005  -97.66  -39.05 19.67       Female     NA     NA
## 1801    LS2        22613005  -64.82  -66.67 19.75       Female     NA     NA
## 1802    LS2        22613005  -79.39  -39.74 19.83       Female     NA     NA
## 1803    LS2        22613005  -87.43  -59.92 19.92       Female     NA     NA
## 1804    LS2        22613006 -106.93  -28.80 20.00       Female     NA     NA
## 1805    LS2        22613006  -59.97  -59.36 20.08       Female     NA     NA
## 1806    LS2        22613006  -92.86  -31.82 20.17       Female     NA     NA
## 1807    LS2        22613006  -84.39  -75.24 20.25       Female     NA     NA
## 1808    LS2        22613006  -52.69  -64.29 20.33       Female     NA     NA
## 1809    LS2        22613006  -51.45  -72.81 20.42       Female     NA     NA
## 1810    LS2        22613006  -65.09  -89.50 20.50       Female     NA     NA
## 1811    LS2        22613006  -94.25  -42.98 20.58       Female     NA     NA
## 1812    LS2        22613006 -125.12  -57.98 20.67       Female     NA     NA
## 1813    LS2        22613006  -93.86  -73.72 20.75       Female     NA     NA
## 1814    LS2        22613006  -65.14  -45.00 20.83       Female     NA     NA
## 1815    LS2        22613006  -90.81  -88.97 20.92       Female     NA     NA
## 1816    LS2        22613006  -72.39  -53.47 21.00       Female     NA     NA
## 1817    LS2        22613006 -111.59  -29.20 21.08       Female     NA     NA
## 1818    LS2        22613006  -88.31  -20.56 21.17       Female     NA     NA
## 1819    LS2        22613006  -71.98  -65.26 21.25       Female     NA     NA
## 1820    LS2        22613006  -47.18  -24.60 21.33       Female     NA     NA
## 1821    LS2        22613006 -109.13  -38.32 21.42       Female     NA     NA
## 1822    LS2        22613006  -44.78  -54.55 21.50       Female     NA     NA
## 1823    LS2        22613006 -100.78  -42.19 21.58       Female     NA     NA
## 1824    LS2        22613006  -46.35  -32.92 21.67       Female     NA     NA
## 1825    LS2        22613006  -98.27  -30.52 21.75       Female     NA     NA
## 1826    LS2        22613006 -106.84  -28.10 21.83       Female     NA     NA
## 1827    LS2        22613006  -69.34 -114.51 21.92       Female     NA     NA
## 1828    LS2        22613006  -58.31 -102.87 22.00       Female     NA     NA
## 1829    LS2        22613006  -67.45  -15.57 22.08       Female     NA     NA
## 1830    LS2        22613006  -77.40  -39.55 22.17       Female     NA     NA
## 1831    LS2        22613006  -46.08  -30.82 22.25       Female     NA     NA
## 1832    LS2        22613006  -62.48  -44.78 22.33       Female     NA     NA
## 1833    LS2        22613006 -106.72  -53.62 22.42       Female     NA     NA
## 1834    LS2        22613006 -127.43  -10.85 22.50       Female     NA     NA
## 1835    LS2        22613006  -53.19  -25.12 22.58       Female     NA     NA
## 1836    LS2        22613006  -57.51  -84.98 22.67       Female     NA     NA
## 1837    LS2        22613006  -92.98  -47.21 22.75       Female     NA     NA
## 1838    LS2        22613006  -56.87  -49.55 22.83       Female     NA     NA
## 1839    LS2        22613006  -91.73  -77.69 22.92       Female     NA     NA
## 1840    LS2        22613006  -82.02  -20.99 23.00       Female     NA     NA
## 1841    LS2        22613006  -53.21  -40.39 23.08       Female     NA     NA
## 1842    LS2        22613006  -63.88  -38.85 23.17       Female     NA     NA
## 1843    LS2        22613006  -67.15  -32.97 23.25       Female     NA     NA
## 1844    LS2        22613006  -29.16  -97.52 23.33       Female     NA     NA
## 1845    LS2        22613006  -60.22  -90.73 23.42       Female     NA     NA
## 1846    LS2        22613006  -68.53  -51.44 23.50       Female     NA     NA
## 1847    LS2        22613006  -88.02  -66.66 23.58       Female     NA     NA
## 1848    LS2        22613006 -107.15  -63.20 23.67       Female     NA     NA
## 1849    LS2        22613006  -61.23  -72.21 23.75       Female     NA     NA
## 1850    LS2        22613006 -100.07  -31.10 23.83       Female     NA     NA
## 1851    LS2        22613006  -71.29  -58.48 23.92       Female     NA     NA
## 1852    LS2        22613006  -92.09  -30.44 24.00       Female     NA     NA
## 1853    LS2        22613006  -99.62  -30.04 24.08       Female     NA     NA
## 1854    LS2        22613006 -131.23  -53.72 24.17       Female     NA     NA
## 1855    LS2        22613006  -85.87 -104.79 24.25       Female     NA     NA
## 1856    LS2        22613006  -93.00  -69.81 24.33       Female     NA     NA
## 1857    LS2        22613006  -28.11  -43.37 24.42       Female     NA     NA
## 1858    LS2        22613006  -78.78  -61.08 24.50       Female     NA     NA
## 1859    LS2        22613006  -75.55  -22.45 24.58       Female     NA     NA
## 1860    LS2        22613006  -79.55  -19.12 24.67       Female     NA     NA
## 1861    LS2        22613006  -74.07  -44.16 24.75       Female     NA     NA
## 1862    LS2        22613006 -115.07  -47.94 24.83       Female     NA     NA
## 1863    LS2        22613006  -83.25  -30.76 24.92       Female     NA     NA
## 1864    LS2        22613007  -50.02  -87.30 25.00       Female     NA     NA
## 1865    LS2        22613007 -135.12  -28.31 25.08       Female     NA     NA
## 1866    LS2        22613007 -106.57  -52.24 25.17       Female     NA     NA
## 1867    LS2        22613007  -98.33  -83.68 25.25       Female     NA     NA
## 1868    LS2        22613007  -96.72  -19.22 25.33       Female     NA     NA
## 1869    LS2        22613007 -136.42  -50.35 25.42       Female     NA     NA
## 1870    LS2        22613007  -55.32  -63.26 25.50       Female     NA     NA
## 1871    LS2        22613007  -71.89  -71.30 25.58       Female     NA     NA
## 1872    LS2        22613007  -94.42  -65.11 25.67       Female     NA     NA
## 1873    LS2        22613007 -112.78  -38.92 25.75       Female     NA     NA
## 1874    LS2        22613007  -19.78  -80.80 25.83       Female     NA     NA
## 1875    LS2        22613007 -109.23  -29.29 25.92       Female     NA     NA
## 1876    LS2        22613007  -50.82  -64.89 26.00       Female     NA     NA
## 1877    LS2        22613007  -46.70  -83.90 26.08       Female     NA     NA
## 1878    LS2        22613007 -125.23   -8.65 26.17       Female     NA     NA
## 1879    LS2        22613007  -81.41  -40.49 26.25       Female     NA     NA
## 1880    LS2        22613007  -65.16  -74.30 26.33       Female     NA     NA
## 1881    LS2        22613007  -92.51  -35.12 26.42       Female     NA     NA
## 1882    LS2        22613007  -10.03 -145.54 26.50       Female     NA     NA
## 1883    LS2        22613007  -80.50  -44.51 26.58       Female     NA     NA
## 1884    LS2        22613007 -105.33  -38.18 26.67       Female     NA     NA
## 1885    LS2        22613007  -42.10  -67.09 26.75       Female     NA     NA
## 1886    LS2        22613007 -111.86  -47.12 26.83       Female     NA     NA
## 1887    LS2        22613007  -90.21  -63.34 26.92       Female     NA     NA
## 1888    LS2        22613007  -50.61  -54.27 27.00       Female     NA     NA
## 1889    LS2        22613007  -64.99   -7.02 27.08       Female     NA     NA
## 1890    LS2        22613007 -107.28  -18.18 27.17       Female     NA     NA
## 1891    LS2        22613007 -117.43  -19.16 27.25       Female     NA     NA
## 1892    LS2        22613007  -61.26  -56.99 27.33       Female     NA     NA
## 1893    LS2        22613007  -73.76  -96.96 27.42       Female     NA     NA
## 1894    LS2        22613007  -92.68  -42.63 27.50       Female     NA     NA
## 1895    LS2        22613007 -110.44  -67.72 27.58       Female     NA     NA
## 1896    LS2        22613007  -73.29  -33.01 27.67       Female     NA     NA
## 1897    LS2        22613007  -73.35 -121.54 27.75       Female     NA     NA
## 1898    LS2        22613007  -83.98  -39.41 27.83       Female     NA     NA
## 1899    LS2        22613007 -130.24  -57.00 27.92       Female     NA     NA
## 1900    LS2        22613007  -79.43  -69.05 28.00       Female     NA     NA
## 1901    LS2        22613007  -60.64 -108.22 28.08       Female     NA     NA
## 1902    LS2        22613007  -70.70 -118.27 28.17       Female     NA     NA
## 1903    LS2        22613007  -64.67  -12.14 28.25       Female     NA     NA
## 1904    LS2        22613007  -73.54  -61.92 28.33       Female     NA     NA
## 1905    LS2        22613007 -109.81  -28.02 28.42       Female     NA     NA
## 1906    LS2        22613007  -57.10  -24.15 28.50       Female     NA     NA
## 1907    LS2        22613007  -80.89  -70.50 28.58       Female     NA     NA
## 1908    LS2        22613007 -110.31  -41.32 28.67       Female     NA     NA
## 1909    LS2        22613007  -67.98  -88.74 28.75       Female     NA     NA
## 1910    LS2        22613007  -51.35 -106.27 28.83       Female     NA     NA
## 1911    LS2        22613007 -118.09  -59.50 28.92       Female     NA     NA
## 1912    LS2        22613007 -113.05 -128.93 29.00       Female     NA     NA
## 1913    LS2        22613007  -60.39  -50.64 29.08       Female     NA     NA
## 1914    LS2        22613007  -51.98 -117.89 29.17       Female     NA     NA
## 1915    LS2        22613007  -94.04  -28.75 29.25       Female     NA     NA
## 1916    LS2        22613007  -47.74  -83.16 29.33       Female     NA     NA
## 1917    LS2        22613007 -118.54  -64.81 29.42       Female     NA     NA
## 1918    LS2        22613007 -104.70  -20.52 29.50       Female     NA     NA
## 1919    LS2        22613007 -116.82  -27.11 29.58       Female     NA     NA
## 1920    LS2        22613007  -80.40   -7.75 29.67       Female     NA     NA
## 1921    LS2        22613007 -116.39   -7.73 29.75       Female     NA     NA
## 1922    LS2        22613007  -45.36  -38.64 29.83       Female     NA     NA
## 1923    LS2        22613007  -69.12  -69.71 29.92       Female     NA     NA
## 1924    LS2        22613008  -79.48  -14.17 30.00       Female     NA     NA
## 1925    LS2        22613008  -80.70  -44.69 30.08       Female     NA     NA
## 1926    LS2        22613008  -71.93  -63.39 30.17       Female     NA     NA
## 1927    LS2        22613008  -95.33  -19.65 30.25       Female     NA     NA
## 1928    LS2        22613008  -89.76  -28.11 30.33       Female     NA     NA
## 1929    LS2        22613008  -34.71  -92.08 30.42       Female     NA     NA
## 1930    LS2        22613008  -93.42  -32.99 30.50       Female     NA     NA
## 1931    LS2        22613008  -81.52  -88.23 30.58       Female     NA     NA
## 1932    LS2        22613008  -56.93  -70.36 30.67       Female     NA     NA
## 1933    LS2        22613008  -79.44  -23.89 30.75       Female     NA     NA
## 1934    LS2        22613008  -64.27  -62.44 30.83       Female     NA     NA
## 1935    LS2        22613008  -82.25  -21.83 30.92       Female     NA     NA
## 1936    LS2        22613008  -85.29  -66.98 31.00       Female     NA     NA
## 1937    LS2        22613008  -97.00  -61.60 31.08       Female     NA     NA
## 1938    LS2        22613008  -87.38  -56.25 31.17       Female     NA     NA
## 1939    LS2        22613008  -99.75  -60.69 31.25       Female     NA     NA
## 1940    LS2        22613008  -59.25 -100.75 31.33       Female     NA     NA
## 1941    LS2        22613008  -73.44  -84.43 31.42       Female     NA     NA
## 1942    LS2        22613008 -105.78  -64.89 31.50       Female     NA     NA
## 1943    LS2        22613008 -123.94  -92.20 31.58       Female     NA     NA
## 1944    LS2        22613008 -110.18  -56.47 31.67       Female     NA     NA
## 1945    LS2        22613008  -39.61  -63.41 31.75       Female     NA     NA
## 1946    LS2        22613008 -113.01  -11.09 31.83       Female     NA     NA
## 1947    LS2        22613008  -70.60  -52.29 31.92       Female     NA     NA
## 1948    LS2        22613008  -86.63  -57.33 32.00       Female     NA     NA
## 1949    LS2        22613008  -93.21  -19.97 32.08       Female     NA     NA
## 1950    LS2        22613008  -92.15  -34.16 32.17       Female     NA     NA
## 1951    LS2        22613008  -88.81  -89.42 32.25       Female     NA     NA
## 1952    LS2        22613008 -109.39  -55.68 32.33       Female     NA     NA
## 1953    LS2        22613008  -75.61 -116.51 32.42       Female     NA     NA
## 1954    LS2        22613008 -119.97  -46.12 32.50       Female     NA     NA
## 1955    LS2        22613008 -112.68  -56.53 32.58       Female     NA     NA
## 1956    LS2        22613008  -75.26   -6.90 32.67       Female     NA     NA
## 1957    LS2        22613008  -86.91  -16.72 32.75       Female     NA     NA
## 1958    LS2        22613008  -93.46  -17.17 32.83       Female     NA     NA
## 1959    LS2        22613008  -84.83  -67.13 32.92       Female     NA     NA
## 1960    LS2        22613008  -89.94  -80.78 33.00       Female     NA     NA
## 1961    LS2        22613008  -89.26  -11.14 33.08       Female     NA     NA
## 1962    LS2        22613008  -38.33 -128.05 33.17       Female     NA     NA
## 1963    LS2        22613008  -93.04  -26.51 33.25       Female     NA     NA
## 1964    LS2        22613008 -111.72  -58.62 33.33       Female     NA     NA
## 1965    LS2        22613008  -99.17 -123.59 33.42       Female     NA     NA
## 1966    LS2        22613008  -90.64  -35.71 33.50       Female     NA     NA
## 1967    LS2        22613008  -92.81  -92.81 33.58       Female     NA     NA
## 1968    LS2        22613008  -97.73  -66.60 33.67       Female     NA     NA
## 1969    LS2        22613008  -84.71  -21.85 33.75       Female     NA     NA
## 1970    LS2        22613008  -84.36  -67.88 33.83       Female     NA     NA
## 1971    LS2        22613008 -119.94  -25.95 33.92       Female     NA     NA
## 1972    LS2        22613008  -87.38  -72.12 34.00       Female     NA     NA
## 1973    LS2        22613008  -90.88  -31.68 34.08       Female     NA     NA
## 1974    LS2        22613008  -98.60  -83.95 34.17       Female     NA     NA
## 1975    LS2        22613008 -101.48  -29.46 34.25       Female     NA     NA
## 1976    LS2        22613008 -110.98  -81.07 34.33       Female     NA     NA
## 1977    LS2        22613008  -79.15  -55.95 34.42       Female     NA     NA
## 1978    LS2        22613008  -69.31  -68.09 34.50       Female     NA     NA
## 1979    LS2        22613008  -93.04  -48.49 34.58       Female     NA     NA
## 1980    LS2        22613008  -96.15  -40.00 34.67       Female     NA     NA
## 1981    LS2        22613008  -58.03  -67.18 34.75       Female     NA     NA
## 1982    LS2        22613008  -50.56  -49.34 34.83       Female     NA     NA
## 1983    LS2        22613008  -87.10  -13.25 34.92       Female     NA     NA
## 1984    LS2        22613009 -103.22  -45.85 35.00       Female     NA     NA
## 1985    LS2        22613009  -57.03  -96.70 35.08       Female     NA     NA
## 1986    LS2        22613009  -33.29 -103.48 35.17       Female     NA     NA
## 1987    LS2        22613009 -104.77  -19.32 35.25       Female     NA     NA
## 1988    LS2        22613009  -69.14  -52.05 35.33       Female     NA     NA
## 1989    LS2        22613009  -50.02  -54.29 35.42       Female     NA     NA
## 1990    LS2        22613009  -90.22  -71.91 35.50       Female     NA     NA
## 1991    LS2        22613009  -92.50  -69.92 35.58       Female     NA     NA
## 1992    LS2        22613009  -72.01  -39.05 35.67       Female     NA     NA
## 1993    LS2        22613009  -99.05  -80.74 35.75       Female     NA     NA
## 1994    LS2        22613009  -88.22  -30.85 35.83       Female     NA     NA
## 1995    LS2        22613009 -127.55  -43.33 35.92       Female     NA     NA
## 1996    LS2        22613009  -74.33  -51.75 36.00       Female     NA     NA
## 1997    LS2        22613009  -81.72  -76.83 36.08       Female     NA     NA
## 1998    LS2        22613009  -99.36  -76.78 36.17       Female     NA     NA
## 1999    LS2        22613009 -111.52  -61.47 36.25       Female     NA     NA
## 2000    LS2        22613009  -86.50  -89.55 36.33       Female     NA     NA
## 2001    LS2        22613009 -115.48  -48.95 36.42       Female     NA     NA
## 2002    LS2        22613009  -43.93  -68.95 36.50       Female     NA     NA
## 2003    LS2        22613009  -51.88 -136.11 36.58       Female     NA     NA
## 2004    LS2        22613009  -92.98  -26.45 36.67       Female     NA     NA
## 2005    LS2        22613009  -39.95  -96.10 36.75       Female     NA     NA
## 2006    LS2        22613009  -87.74   -7.17 36.83       Female     NA     NA
## 2007    LS2        22613009 -111.57  -39.55 36.92       Female     NA     NA
## 2008    LS2        22613009  -58.58 -109.85 37.00       Female     NA     NA
## 2009    LS2        22613009 -119.93  -49.74 37.08       Female     NA     NA
## 2010    LS2        22613009 -113.74  -49.04 37.17       Female     NA     NA
## 2011    LS2        22613009  -96.21  -35.79 37.25       Female     NA     NA
## 2012    LS2        22613009  -67.33  -31.93 37.33       Female     NA     NA
## 2013    LS2        22613009  -62.54  -36.91 37.42       Female     NA     NA
## 2014    LS2        22613009 -130.19  -63.67 37.50       Female     NA     NA
## 2015    LS2        22613009  -70.48  -95.50 37.58       Female     NA     NA
## 2016    LS2        22613009 -116.21  -25.88 37.67       Female     NA     NA
## 2017    LS2        22613009  -45.50  -65.64 37.75       Female     NA     NA
## 2018    LS2        22613009  -87.49  -39.88 37.83       Female     NA     NA
## 2019    LS2        22613009  -57.91  -46.31 37.92       Female     NA     NA
## 2020    LS2        22613009  -69.45  -32.82 38.00       Female     NA     NA
## 2021    LS2        22613009 -105.28   -3.35 38.08       Female     NA     NA
## 2022    LS2        22613009 -117.36  -41.06 38.17       Female     NA     NA
## 2023    LS2        22613009 -115.79  -10.20 38.25       Female     NA     NA
## 2024    LS2        22613009 -114.20  -47.67 38.33       Female     NA     NA
## 2025    LS2        22613009 -100.21  -40.40 38.42       Female     NA     NA
## 2026    LS2        22613009  -83.56  -64.63 38.50       Female     NA     NA
## 2027    LS2        22613009 -122.48  -39.48 38.58       Female     NA     NA
## 2028    LS2        22613009  -76.64  -90.06 38.67       Female     NA     NA
## 2029    LS2        22613009  -41.37 -131.09 38.75       Female     NA     NA
## 2030    LS2        22613009  -48.82 -114.13 38.83       Female     NA     NA
## 2031    LS2        22613009 -106.13  -38.99 38.92       Female     NA     NA
## 2032    LS2        22613009  -73.75  -46.90 39.00       Female     NA     NA
## 2033    LS2        22613009  -79.26  -77.43 39.08       Female     NA     NA
## 2034    LS2        22613009 -136.17  -39.74 39.17       Female     NA     NA
## 2035    LS2        22613009  -76.64  -69.32 39.25       Female     NA     NA
## 2036    LS2        22613009  -51.46  -27.04 39.33       Female     NA     NA
## 2037    LS2        22613009 -126.18  -30.36 39.42       Female     NA     NA
## 2038    LS2        22613009  -65.94 -139.18 39.50       Female     NA     NA
## 2039    LS2        22613009  -85.40  -45.72 39.58       Female     NA     NA
## 2040    LS2        22613009  -70.71  -83.53 39.67       Female     NA     NA
## 2041    LS2        22613009 -128.03  -68.83 39.75       Female     NA     NA
## 2042    LS2        22613009 -105.38  -48.62 39.83       Female     NA     NA
## 2043    LS2        22613009  -62.94  -50.73 39.92       Female     NA     NA
## 2044    LS3        22614003  -82.63  -30.75  0.00       Female     NA     NA
## 2045    LS3        22614003  -70.11  -57.90  0.08       Female     NA     NA
## 2046    LS3        22614003 -135.26  -28.45  0.17       Female     NA     NA
## 2047    LS3        22614003  -88.74  -22.22  0.25       Female     NA     NA
## 2048    LS3        22614003  -79.83  -41.38  0.33       Female     NA     NA
## 2049    LS3        22614003 -123.43  -22.11  0.42       Female     NA     NA
## 2050    LS3        22614003 -110.56  -62.96  0.50       Female     NA     NA
## 2051    LS3        22614003  -92.14  -19.50  0.58       Female     NA     NA
## 2052    LS3        22614003  -68.31  -46.34  0.67       Female     NA     NA
## 2053    LS3        22614003  -40.96  -72.08  0.75       Female     NA     NA
## 2054    LS3        22614003  -68.38  -20.77  0.83       Female     NA     NA
## 2055    LS3        22614003 -129.19   -8.34  0.92       Female     NA     NA
## 2056    LS3        22614003  -27.84 -116.34  1.00       Female     NA     NA
## 2057    LS3        22614003  -35.83  -60.86  1.08       Female     NA     NA
## 2058    LS3        22614003  -52.34  -76.75  1.17       Female     NA     NA
## 2059    LS3        22614003 -145.43  -30.08  1.25       Female     NA     NA
## 2060    LS3        22614003 -114.14  -55.54  1.33       Female     NA     NA
## 2061    LS3        22614003  -94.51  -24.32  1.42       Female     NA     NA
## 2062    LS3        22614003  -29.58  -36.29  1.50       Female     NA     NA
## 2063    LS3        22614003  -64.81  -70.92  1.58       Female     NA     NA
## 2064    LS3        22614003  -53.04   -2.38  1.67       Female     NA     NA
## 2065    LS3        22614003  -69.82  -35.64  1.75       Female     NA     NA
## 2066    LS3        22614003 -107.96  -24.34  1.83       Female     NA     NA
## 2067    LS3        22614003  -33.58  -58.60  1.92       Female     NA     NA
## 2068    LS3        22614003  -83.25  -49.68  2.00       Female     NA     NA
## 2069    LS3        22614003  -76.62  -18.02  2.08       Female     NA     NA
## 2070    LS3        22614003 -101.46  -13.57  2.17       Female     NA     NA
## 2071    LS3        22614003  -72.28  -71.67  2.25       Female     NA     NA
## 2072    LS3        22614003 -122.12  -43.38  2.33       Female     NA     NA
## 2073    LS3        22614003 -115.72  -35.77  2.42       Female     NA     NA
## 2074    LS3        22614003 -122.75  -17.16  2.50       Female     NA     NA
## 2075    LS3        22614003 -117.97  -59.37  2.58       Female     NA     NA
## 2076    LS3        22614003  -69.65  -40.97  2.67       Female     NA     NA
## 2077    LS3        22614003 -107.33  -70.10  2.75       Female     NA     NA
## 2078    LS3        22614003 -120.81   -1.80  2.83       Female     NA     NA
## 2079    LS3        22614003  -76.46  -47.77  2.92       Female     NA     NA
## 2080    LS3        22614003  -16.33   10.53  3.00       Female     NA     NA
## 2081    LS3        22614003  -83.33  -21.69  3.08       Female     NA     NA
## 2082    LS3        22614003  -67.26  -28.80  3.17       Female     NA     NA
## 2083    LS3        22614003  -20.93  -53.28  3.25       Female     NA     NA
## 2084    LS3        22614003  -38.25  -71.21  3.33       Female     NA     NA
## 2085    LS3        22614003  -23.79  -14.02  3.42       Female     NA     NA
## 2086    LS3        22614003  -60.51  -51.96  3.50       Female     NA     NA
## 2087    LS3        22614003 -110.29  -23.62  3.58       Female     NA     NA
## 2088    LS3        22614003  -54.41  -31.22  3.67       Female     NA     NA
## 2089    LS3        22614003 -111.22  -21.50  3.75       Female     NA     NA
## 2090    LS3        22614003  -23.09  -54.82  3.83       Female     NA     NA
## 2091    LS3        22614003 -109.35  -47.10  3.92       Female     NA     NA
## 2092    LS3        22614003  -97.55  -44.45  4.00       Female     NA     NA
## 2093    LS3        22614003  -56.64  -49.92  4.08       Female     NA     NA
## 2094    LS3        22614003 -144.05  -21.98  4.17       Female     NA     NA
## 2095    LS3        22614003  -85.40  -45.72  4.25       Female     NA     NA
## 2096    LS3        22614003  -28.95  -20.40  4.33       Female     NA     NA
## 2097    LS3        22614003  -21.84  -28.55  4.42       Female     NA     NA
## 2098    LS3        22614003  -24.41  -28.08  4.50       Female     NA     NA
## 2099    LS3        22614003 -120.52  -30.19  4.58       Female     NA     NA
## 2100    LS3        22614003  -69.28  -16.79  4.67       Female     NA     NA
## 2101    LS3        22614003   -6.89  -76.47  4.75       Female     NA     NA
## 2102    LS3        22614003  -75.77  -45.26  4.83       Female     NA     NA
## 2103    LS3        22614003  -97.27  -15.48  4.92       Female     NA     NA
## 2104    LS3        22614005  -96.31  -42.60  5.00       Female     NA     NA
## 2105    LS3        22614005  -83.18  -39.24  5.08       Female     NA     NA
## 2106    LS3        22614005  -74.33  -65.78  5.17       Female     NA     NA
## 2107    LS3        22614005  -54.63 -121.16  5.25       Female     NA     NA
## 2108    LS3        22614005  -57.00  -99.11  5.33       Female     NA     NA
## 2109    LS3        22614005  -76.63  -44.89  5.42       Female     NA     NA
## 2110    LS3        22614005  -54.47  -48.97  5.50       Female     NA     NA
## 2111    LS3        22614005  -88.25  -58.95  5.58       Female     NA     NA
## 2112    LS3        22614005 -164.27  -37.92  5.67       Female     NA     NA
## 2113    LS3        22614005 -108.68  -24.45  5.75       Female     NA     NA
## 2114    LS3        22614005  -87.54  -46.03  5.83       Female     NA     NA
## 2115    LS3        22614005 -108.31  -99.76  5.92       Female     NA     NA
## 2116    LS3        22614005  -61.76  -33.08  6.00       Female     NA     NA
## 2117    LS3        22614005 -117.15 -143.40  6.08       Female     NA     NA
## 2118    LS3        22614005  -42.72 -125.72  6.17       Female     NA     NA
## 2119    LS3        22614005  -35.78  -27.24  6.25       Female     NA     NA
## 2120    LS3        22614005  -98.54  -62.53  6.33       Female     NA     NA
## 2121    LS3        22614005  -87.53  -23.44  6.42       Female     NA     NA
## 2122    LS3        22614005  -55.11  -31.31  6.50       Female     NA     NA
## 2123    LS3        22614005  -28.79  -35.50  6.58       Female     NA     NA
## 2124    LS3        22614005  -56.47  -38.77  6.67       Female     NA     NA
## 2125    LS3        22614005 -115.55  -16.67  6.75       Female     NA     NA
## 2126    LS3        22614005  -59.23  -20.17  6.83       Female     NA     NA
## 2127    LS3        22614005 -112.15  -56.61  6.92       Female     NA     NA
## 2128    LS3        22614005  -86.24  -30.70  7.00       Female     NA     NA
## 2129    LS3        22614005  -17.87  -36.79  7.08       Female     NA     NA
## 2130    LS3        22614005 -101.41  -47.09  7.17       Female     NA     NA
## 2131    LS3        22614005  -96.78  -24.76  7.25       Female     NA     NA
## 2132    LS3        22614005 -103.22  -39.75  7.33       Female     NA     NA
## 2133    LS3        22614005  -58.44  -46.84  7.42       Female     NA     NA
## 2134    LS3        22614005  -83.72  -19.02  7.50       Female     NA     NA
## 2135    LS3        22614005  -92.29  -44.68  7.58       Female     NA     NA
## 2136    LS3        22614005 -120.79  -59.75  7.67       Female     NA     NA
## 2137    LS3        22614005  -84.30  -53.78  7.75       Female     NA     NA
## 2138    LS3        22614005  -80.93  -57.13  7.83       Female     NA     NA
## 2139    LS3        22614005  -28.37  -92.45  7.92       Female     NA     NA
## 2140    LS3        22614005  -70.53  -51.00  8.00       Female     NA     NA
## 2141    LS3        22614005  -43.01  -46.06  8.08       Female     NA     NA
## 2142    LS3        22614005  -75.10  -64.72  8.17       Female     NA     NA
## 2143    LS3        22614005  -96.72  -47.89  8.25       Female     NA     NA
## 2144    LS3        22614005  -77.05  -26.39  8.33       Female     NA     NA
## 2145    LS3        22614005 -107.27  -29.75  8.42       Female     NA     NA
## 2146    LS3        22614005  -51.23  -18.88  8.50       Female     NA     NA
## 2147    LS3        22614005 -121.23  -22.97  8.58       Female     NA     NA
## 2148    LS3        22614005  -67.42  -32.63  8.67       Female     NA     NA
## 2149    LS3        22614005 -102.48  -46.94  8.75       Female     NA     NA
## 2150    LS3        22614005  -16.68  -36.21  8.83       Female     NA     NA
## 2151    LS3        22614005  -48.26  -30.56  8.92       Female     NA     NA
## 2152    LS3        22614005  -33.77  -85.65  9.00       Female     NA     NA
## 2153    LS3        22614005  -85.81  -22.95  9.08       Female     NA     NA
## 2154    LS3        22614005  -34.82  -47.02  9.17       Female     NA     NA
## 2155    LS3        22614005  -71.48  -29.98  9.25       Female     NA     NA
## 2156    LS3        22614005  -90.57  -35.03  9.33       Female     NA     NA
## 2157    LS3        22614005  -40.96  -70.86  9.42       Female     NA     NA
## 2158    LS3        22614005  -46.10  -54.65  9.50       Female     NA     NA
## 2159    LS3        22614005  -50.66  -56.76  9.58       Female     NA     NA
## 2160    LS3        22614005  -53.73  -26.87  9.67       Female     NA     NA
## 2161    LS3        22614005  -49.57  -47.73  9.75       Female     NA     NA
## 2162    LS3        22614005  -41.68  -11.77  9.83       Female     NA     NA
## 2163    LS3        22614005  -51.10  -56.59  9.92       Female     NA     NA
## 2164    LS3        22614005  -37.60  -24.17 10.00       Female     NA     NA
## 2165    LS3        22614005  -34.57 -104.15 10.08       Female     NA     NA
## 2166    LS3        22614005    0.89  -50.99 10.17       Female     NA     NA
## 2167    LS3        22614005  -47.53  -38.38 10.25       Female     NA     NA
## 2168    LS3        22614005  -60.26  -27.30 10.33       Female     NA     NA
## 2169    LS3        22614005 -101.52  -14.85 10.42       Female     NA     NA
## 2170    LS3        22614006  -28.33  -31.99 10.50       Female     NA     NA
## 2171    LS3        22614006  -60.52  -14.13 10.58       Female     NA     NA
## 2172    LS3        22614006  -54.42  -66.63 10.67       Female     NA     NA
## 2173    LS3        22614006  -93.51  -82.52 10.75       Female     NA     NA
## 2174    LS3        22614006  -23.08  -88.39 10.83       Female     NA     NA
## 2175    LS3        22614006  -52.24  -22.95 10.92       Female     NA     NA
## 2176    LS3        22614006  -16.57  -69.06 11.00       Female     NA     NA
## 2177    LS3        22614006  -44.54  -35.38 11.08       Female     NA     NA
## 2178    LS3        22614006 -116.28  -38.76 11.17       Female     NA     NA
## 2179    LS3        22614006  -29.98  -26.32 11.25       Female     NA     NA
## 2180    LS3        22614006  -59.52  -24.73 11.33       Female     NA     NA
## 2181    LS3        22614006  -56.98  -33.18 11.42       Female     NA     NA
## 2182    LS3        22614006  -62.65  -24.20 11.50       Female     NA     NA
## 2183    LS3        22614006  -35.34  -68.30 11.58       Female     NA     NA
## 2184    LS3        22614006  -73.87  -29.32 11.67       Female     NA     NA
## 2185    LS3        22614006  -84.56  -46.10 11.75       Female     NA     NA
## 2186    LS3        22614006 -101.18  -30.99 11.83       Female     NA     NA
## 2187    LS3        22614006  -54.26  -36.56 11.92       Female     NA     NA
## 2188    LS3        22614006  -23.18  -30.50 12.00       Female     NA     NA
## 2189    LS3        22614006  -37.31  -25.72 12.08       Female     NA     NA
## 2190    LS3        22614006  -37.51  -55.82 12.17       Female     NA     NA
## 2191    LS3        22614006  -62.53  -33.84 12.25       Female     NA     NA
## 2192    LS3        22614006  -33.76  -84.42 12.33       Female     NA     NA
## 2193    LS3        22614006  -61.25  -55.15 12.42       Female     NA     NA
## 2194    LS3        22614006  -88.48   -8.53 12.50       Female     NA     NA
## 2195    LS3        22614006  -24.41  -64.09 12.58       Female     NA     NA
## 2196    LS3        22614006  -73.44  -22.17 12.67       Female     NA     NA
## 2197    LS3        22614006  -33.86  -45.46 12.75       Female     NA     NA
## 2198    LS3        22614006  -25.56  -26.78 12.83       Female     NA     NA
## 2199    LS3        22614006  -38.32  -60.90 12.92       Female     NA     NA
## 2200    LS3        22614006  -42.33  -25.85 13.00       Female     NA     NA
## 2201    LS3        22614006  -55.96  -73.05 13.08       Female     NA     NA
## 2202    LS3        22614006  -50.93  -53.37 13.17       Female     NA     NA
## 2203    LS3        22614006  -40.03  -29.65 13.25       Female     NA     NA
## 2204    LS3        22614006  -47.02  -36.65 13.33       Female     NA     NA
## 2205    LS3        22614006   -2.81  -24.17 13.42       Female     NA     NA
## 2206    LS3        22614006  -47.04  -49.48 13.50       Female     NA     NA
## 2207    LS3        22614006  -22.71  -56.28 13.58       Female     NA     NA
## 2208    LS3        22614006 -130.38  -23.57 13.67       Female     NA     NA
## 2209    LS3        22614006  -37.30  -50.73 13.75       Female     NA     NA
## 2210    LS3        22614006  -87.79  -40.18 13.83       Female     NA     NA
## 2211    LS3        22614006  -39.58  -35.31 13.92       Female     NA     NA
## 2212    LS3        22614006 -101.05  -58.93 14.00       Female     NA     NA
## 2213    LS3        22614006  -68.25  -45.06 14.08       Female     NA     NA
## 2214    LS3        22614006  -59.59  -47.38 14.17       Female     NA     NA
## 2215    LS3        22614006  -30.16  -55.19 14.25       Female     NA     NA
## 2216    LS3        22614006  -63.06  -45.97 14.33       Female     NA     NA
## 2217    LS3        22614006  -18.33  -17.11 14.42       Female     NA     NA
## 2218    LS3        22614006  -23.59  -52.88 14.50       Female     NA     NA
## 2219    LS3        22614006  -82.48  -25.11 14.58       Female     NA     NA
## 2220    LS3        22614006 -109.82  -45.12 14.67       Female     NA     NA
## 2221    LS3        22614006  -67.51 -174.93 14.75       Female     NA     NA
## 2222    LS3        22614006  -38.76  -63.18 14.83       Female     NA     NA
## 2223    LS3        22614006  -37.20  -95.18 14.92       Female     NA     NA
## 2224    LS3        22614006  -48.24   -3.07 15.00       Female     NA     NA
## 2225    LS3        22614006  -27.61 -182.64 15.08       Female     NA     NA
## 2226    LS3        22614006  -47.56 -276.44 15.17       Female     NA     NA
## 2227    LS3        22614006  -82.59 -184.52 15.25       Female     NA     NA
## 2228    LS3        22614006  -87.52 -184.56 15.33       Female     NA     NA
## 2229    LS3        22614006 -232.59  -30.56 15.42       Female     NA     NA
## 2230    LS3        22614007 -158.57  -39.51 15.50       Female     NA     NA
## 2231    LS3        22614007  -88.90 -187.20 15.58       Female     NA     NA
## 2232    LS3        22614007  -26.25 -231.45 15.67       Female     NA     NA
## 2233    LS3        22614007  -85.38 -112.80 15.75       Female     NA     NA
## 2234    LS3        22614007 -137.22  -92.63 15.83       Female     NA     NA
## 2235    LS3        22614007  -56.04  -45.67 15.92       Female     NA     NA
## 2236    LS3        22614007 -184.36  -24.41 16.00       Female     NA     NA
## 2237    LS3        22614007  -48.11 -139.62 16.08       Female     NA     NA
## 2238    LS3        22614007  -37.25 -130.62 16.17       Female     NA     NA
## 2239    LS3        22614007  -42.05  -42.63 16.25       Female     NA     NA
## 2240    LS3        22614007 -177.74  -61.77 16.33       Female     NA     NA
## 2241    LS3        22614007 -166.87  -39.92 16.42       Female     NA     NA
## 2242    LS3        22614007 -178.02  -26.06 16.50       Female     NA     NA
## 2243    LS3        22614007 -142.91  -36.72 16.58       Female     NA     NA
## 2244    LS3        22614007 -153.10  -46.96 16.67       Female     NA     NA
## 2245    LS3        22614007  -36.38  -87.65 16.75       Female     NA     NA
## 2246    LS3        22614007 -145.31  -12.19 16.83       Female     NA     NA
## 2247    LS3        22614007  -27.13 -228.57 16.92       Female     NA     NA
## 2248    LS3        22614007  -29.72  -28.55 17.00       Female     NA     NA
## 2249    LS3        22614007 -165.80  -24.78 17.08       Female     NA     NA
## 2250    LS3        22614007  -34.33  -45.88 17.17       Female     NA     NA
## 2251    LS3        22614007  -22.94  -25.97 17.25       Female     NA     NA
## 2252    LS3        22614007  -21.59   -8.75 17.33       Female     NA     NA
## 2253    LS3        22614007  -28.97  -13.09 17.42       Female     NA     NA
## 2254    LS3        22614007 -128.85  -76.32 17.50       Female     NA     NA
## 2255    LS3        22614007  -49.05 -155.26 17.58       Female     NA     NA
## 2256    LS3        22614007  -38.03  -84.44 17.67       Female     NA     NA
## 2257    LS3        22614007  -31.87 -213.18 17.75       Female     NA     NA
## 2258    LS3        22614007  -47.02  -17.76 17.83       Female     NA     NA
## 2259    LS3        22614007  -36.76  -33.14 17.92       Female     NA     NA
## 2260    LS3        22614007  -15.25 -195.95 18.00       Female     NA     NA
## 2261    LS3        22614007  -35.45 -164.87 18.08       Female     NA     NA
## 2262    LS3        22614007  -20.10 -122.62 18.17       Female     NA     NA
## 2263    LS3        22614007 -102.04  -33.07 18.25       Female     NA     NA
## 2264    LS3        22614007  -50.26 -152.76 18.33       Female     NA     NA
## 2265    LS3        22614007  -14.96 -178.54 18.42       Female     NA     NA
## 2266    LS3        22614007 -124.12  -12.39 18.50       Female     NA     NA
## 2267    LS3        22614007 -103.09   -7.93 18.58       Female     NA     NA
## 2268    LS3        22614007 -122.57  -23.10 18.67       Female     NA     NA
## 2269    LS3        22614007 -150.86  -29.97 18.75       Female     NA     NA
## 2270    LS3        22614007 -109.57  -25.89 18.83       Female     NA     NA
## 2271    LS3        22614007 -165.17  -23.55 18.92       Female     NA     NA
## 2272    LS3        22614007  -40.47  -33.74 19.00       Female     NA     NA
## 2273    LS3        22614007   -9.86   -5.56 19.08       Female     NA     NA
## 2274    LS3        22614007  -30.20  -11.27 19.17       Female     NA     NA
## 2275    LS3        22614007  -52.48  -26.20 19.25       Female     NA     NA
## 2276    LS3        22614007  -23.71  -16.44 19.33       Female     NA     NA
## 2277    LS3        22614007  -20.28 -166.74 19.42       Female     NA     NA
## 2278    LS3        22614007  -13.52  -36.04 19.50       Female     NA     NA
## 2279    LS3        22614007  -21.14  -46.20 19.58       Female     NA     NA
## 2280    LS3        22614007  -46.00  -46.09 19.67       Female     NA     NA
## 2281    LS3        22614007  -29.93  -23.81 19.75       Female     NA     NA
## 2282    LS3        22614007  -63.26  -33.40 19.83       Female     NA     NA
## 2283    LS3        22614007  -19.64  -20.24 19.92       Female     NA     NA
## 2284    LS3        22614007  -38.12  -10.63 20.00       Female     NA     NA
## 2285    LS3        22614007  -25.55 -159.24 20.08       Female     NA     NA
## 2286    LS3        22614007  -36.61  -11.59 20.17       Female     NA     NA
## 2287    LS3        22614007  -32.90  -33.56 20.25       Female     NA     NA
## 2288    LS3        22614007  -15.67  -27.27 20.33       Female     NA     NA
## 2289    LS3        22614007  -35.72 -173.63 20.42       Female     NA     NA
## 2290    LS3        22614008 -188.17  -27.65 20.50       Female     NA     NA
## 2291    LS3        22614008  -31.76  -81.27 20.58       Female     NA     NA
## 2292    LS3        22614008 -174.29  -33.90 20.67       Female     NA     NA
## 2293    LS3        22614008 -161.83  -36.71 20.75       Female     NA     NA
## 2294    LS3        22614008 -165.05  -36.85 20.83       Female     NA     NA
## 2295    LS3        22614008 -155.00  -16.43 20.92       Female     NA     NA
## 2296    LS3        22614008   -6.31 -167.42 21.00       Female     NA     NA
## 2297    LS3        22614008 -143.94  -45.11 21.08       Female     NA     NA
## 2298    LS3        22614008  -24.35 -101.28 21.17       Female     NA     NA
## 2299    LS3        22614008 -160.81  -26.46 21.25       Female     NA     NA
## 2300    LS3        22614008 -154.75  -15.59 21.33       Female     NA     NA
## 2301    LS3        22614008  -27.67 -140.59 21.42       Female     NA     NA
## 2302    LS3        22614008 -137.97   -5.56 21.50       Female     NA     NA
## 2303    LS3        22614008  -84.98  -29.40 21.58       Female     NA     NA
## 2304    LS3        22614008 -104.32  -28.64 21.67       Female     NA     NA
## 2305    LS3        22614008 -156.04  -14.41 21.75       Female     NA     NA
## 2306    LS3        22614008 -163.05  -21.49 21.83       Female     NA     NA
## 2307    LS3        22614008 -134.99  -26.35 21.92       Female     NA     NA
## 2308    LS3        22614008 -162.44  -31.83 22.00       Female     NA     NA
## 2309    LS3        22614008 -138.64  -24.46 22.08       Female     NA     NA
## 2310    LS3        22614008 -132.87  -10.83 22.17       Female     NA     NA
## 2311    LS3        22614008 -113.98  -12.66 22.25       Female     NA     NA
## 2312    LS3        22614008  -95.24  -16.51 22.33       Female     NA     NA
## 2313    LS3        22614008  -34.35 -162.57 22.42       Female     NA     NA
## 2314    LS3        22614008  -26.37  -15.40 22.50       Female     NA     NA
## 2315    LS3        22614008 -169.56  -32.84 22.58       Female     NA     NA
## 2316    LS3        22614008  -96.50  -31.80 22.67       Female     NA     NA
## 2317    LS3        22614008 -143.20  -18.13 22.75       Female     NA     NA
## 2318    LS3        22614008 -175.14  -35.97 22.83       Female     NA     NA
## 2319    LS3        22614008  -49.55    2.79 22.92       Female     NA     NA
## 2320    LS3        22614008  -20.45  -15.01 23.00       Female     NA     NA
## 2321    LS3        22614008  -26.86  -92.76 23.08       Female     NA     NA
## 2322    LS3        22614008 -171.28  -16.84 23.17       Female     NA     NA
## 2323    LS3        22614008 -143.00  -19.07 23.25       Female     NA     NA
## 2324    LS3        22614008  -45.40 -102.82 23.33       Female     NA     NA
## 2325    LS3        22614008 -140.70  -15.00 23.42       Female     NA     NA
## 2326    LS3        22614008  -20.02  -38.96 23.50       Female     NA     NA
## 2327    LS3        22614008  -21.48 -143.56 23.58       Female     NA     NA
## 2328    LS3        22614008 -140.13  -47.29 23.67       Female     NA     NA
## 2329    LS3        22614008 -153.68  -18.21 23.75       Female     NA     NA
## 2330    LS3        22614008  -21.13  -22.92 23.83       Female     NA     NA
## 2331    LS3        22614008 -166.31  -35.70 23.92       Female     NA     NA
## 2332    LS3        22614008  -22.56 -122.63 24.00       Female     NA     NA
## 2333    LS3        22614008  -20.05 -138.42 24.08       Female     NA     NA
## 2334    LS3        22614008  -34.53 -139.51 24.17       Female     NA     NA
## 2335    LS3        22614008 -149.18  -15.50 24.25       Female     NA     NA
## 2336    LS3        22614008  -32.64  -25.31 24.33       Female     NA     NA
## 2337    LS3        22614008  -13.51  -32.45 24.42       Female     NA     NA
## 2338    LS3        22614008 -148.52  -22.18 24.50       Female     NA     NA
## 2339    LS3        22614008 -122.33  -34.40 24.58       Female     NA     NA
## 2340    LS3        22614008  -31.31  -17.23 24.67       Female     NA     NA
## 2341    LS3        22614008  -16.80 -118.71 24.75       Female     NA     NA
## 2342    LS3        22614008 -146.01   -9.90 24.83       Female     NA     NA
## 2343    LS3        22614008 -186.34  -17.88 24.92       Female     NA     NA
## 2344    LS3        22614008 -135.71  -13.08 25.00       Female     NA     NA
## 2345    LS3        22614008  -25.73  -13.51 25.08       Female     NA     NA
## 2346    LS3        22614008  -42.54  -19.36 25.17       Female     NA     NA
## 2347    LS3        22614008  -25.84  -17.90 25.25       Female     NA     NA
## 2348    LS3        22614008 -149.64  -12.86 25.33       Female     NA     NA
## 2349    LS3        22614008  -20.90  -52.62 25.42       Female     NA     NA
## 2350    LS3        22614009  -29.83 -153.72 25.50       Female     NA     NA
## 2351    LS3        22614009  -19.77   -7.53 25.58       Female     NA     NA
## 2352    LS3        22614009 -174.26   -6.95 25.67       Female     NA     NA
## 2353    LS3        22614009  -27.17 -134.65 25.75       Female     NA     NA
## 2354    LS3        22614009  -54.69  -36.99 25.83       Female     NA     NA
## 2355    LS3        22614009  -21.82  -20.62 25.92       Female     NA     NA
## 2356    LS3        22614009 -163.39   -8.95 26.00       Female     NA     NA
## 2357    LS3        22614009  -62.55  -12.47 26.08       Female     NA     NA
## 2358    LS3        22614009  -26.23 -151.91 26.17       Female     NA     NA
## 2359    LS3        22614009 -127.88   -2.17 26.25       Female     NA     NA
## 2360    LS3        22614009 -199.82  -14.83 26.33       Female     NA     NA
## 2361    LS3        22614009  -49.12  -41.18 26.42       Female     NA     NA
## 2362    LS3        22614009 -182.56  -51.97 26.50       Female     NA     NA
## 2363    LS3        22614009  -50.55   -9.63 26.58       Female     NA     NA
## 2364    LS3        22614009  -11.46 -183.57 26.67       Female     NA     NA
## 2365    LS3        22614009  -21.54  -23.37 26.75       Female     NA     NA
## 2366    LS3        22614009  -26.25 -139.79 26.83       Female     NA     NA
## 2367    LS3        22614009  -22.38  -15.69 26.92       Female     NA     NA
## 2368    LS3        22614009 -167.43  -14.29 27.00       Female     NA     NA
## 2369    LS3        22614009  -39.84  -34.99 27.08       Female     NA     NA
## 2370    LS3        22614009  -24.49  -12.91 27.17       Female     NA     NA
## 2371    LS3        22614009  -73.28  -25.67 27.25       Female     NA     NA
## 2372    LS3        22614009  -19.41 -135.99 27.33       Female     NA     NA
## 2373    LS3        22614009  -34.69  -11.51 27.42       Female     NA     NA
## 2374    LS3        22614009  -25.00   -7.89 27.50       Female     NA     NA
## 2375    LS3        22614009   -9.45  -16.81 27.58       Female     NA     NA
## 2376    LS3        22614009 -169.33  -38.73 27.67       Female     NA     NA
## 2377    LS3        22614009  -22.65  -12.86 27.75       Female     NA     NA
## 2378    LS3        22614009  -22.36 -153.56 27.83       Female     NA     NA
## 2379    LS3        22614009  -29.29 -167.83 27.92       Female     NA     NA
## 2380    LS3        22614009 -157.50   -5.50 28.00       Female     NA     NA
## 2381    LS3        22614009 -140.93  -40.18 28.08       Female     NA     NA
## 2382    LS3        22614009  -26.84  -13.96 28.17       Female     NA     NA
## 2383    LS3        22614009 -155.75  -37.97 28.25       Female     NA     NA
## 2384    LS3        22614009  -10.59 -110.66 28.33       Female     NA     NA
## 2385    LS3        22614009  -29.78   -5.32 28.42       Female     NA     NA
## 2386    LS3        22614009 -181.42  -13.57 28.50       Female     NA     NA
## 2387    LS3        22614009 -165.65  -38.68 28.58       Female     NA     NA
## 2388    LS3        22614009  -90.59   -5.12 28.67       Female     NA     NA
## 2389    LS3        22614009 -143.02  -30.68 28.75       Female     NA     NA
## 2390    LS3        22614009  -55.12   -3.18 28.83       Female     NA     NA
## 2391    LS3        22614009 -140.09   -0.87 28.92       Female     NA     NA
## 2392    LS3        22614009 -163.70  -36.17 29.00       Female     NA     NA
## 2393    LS3        22614009 -149.08  -26.35 29.08       Female     NA     NA
## 2394    LS3        22614009 -167.21  -35.97 29.17       Female     NA     NA
## 2395    LS3        22614009 -127.81   -6.92 29.25       Female     NA     NA
## 2396    LS3        22614009 -120.36  -36.10 29.33       Female     NA     NA
## 2397    LS3        22614009  -22.56   -3.02 29.42       Female     NA     NA
## 2398    LS3        22614009  -17.03 -126.32 29.50       Female     NA     NA
## 2399    LS3        22614009  -31.72  -36.59 29.58       Female     NA     NA
## 2400    LS3        22614009 -174.59  -20.76 29.67       Female     NA     NA
## 2401    LS3        22614009  -31.19   -8.59 29.75       Female     NA     NA
## 2402    LS3        22614009  -11.68  -10.46 29.83       Female     NA     NA
## 2403    LS3        22614009  -33.72  -17.89 29.92       Female     NA     NA
## 2404    LS3        22614009  -18.81    0.69 30.00       Female     NA     NA
## 2405    LS3        22614009  -14.96  -37.62 30.08       Female     NA     NA
## 2406    LS3        22614009  -24.14  -52.23 30.17       Female     NA     NA
## 2407    LS3        22614009  -33.32   -1.54 30.25       Female     NA     NA
## 2408    LS3        22614009  -22.85  -16.71 30.33       Female     NA     NA
## 2409    LS3        22614009  -31.29   -7.47 30.42       Female     NA     NA
## 2410    LS3        22614010   -8.85  -17.40 30.50       Female     NA     NA
## 2411    LS3        22614010  -15.03  -12.59 30.58       Female     NA     NA
## 2412    LS3        22614010  -25.98  -18.05 30.67       Female     NA     NA
## 2413    LS3        22614010 -118.39    1.24 30.75       Female     NA     NA
## 2414    LS3        22614010 -117.90  -12.92 30.83       Female     NA     NA
## 2415    LS3        22614010 -120.15  -31.65 30.92       Female     NA     NA
## 2416    LS3        22614010  -21.79 -148.75 31.00       Female     NA     NA
## 2417    LS3        22614010  -21.43  -36.08 31.08       Female     NA     NA
## 2418    LS3        22614010  -19.59  -16.53 31.17       Female     NA     NA
## 2419    LS3        22614010  -16.52  -43.37 31.25       Female     NA     NA
## 2420    LS3        22614010  -14.67 -130.02 31.33       Female     NA     NA
## 2421    LS3        22614010 -131.88  -14.08 31.42       Female     NA     NA
## 2422    LS3        22614010 -155.15   -5.01 31.50       Female     NA     NA
## 2423    LS3        22614010  -22.04  -89.78 31.58       Female     NA     NA
## 2424    LS3        22614010  -21.60 -160.76 31.67       Female     NA     NA
## 2425    LS3        22614010  -36.80  -40.46 31.75       Female     NA     NA
## 2426    LS3        22614010  -20.65 -109.76 31.83       Female     NA     NA
## 2427    LS3        22614010  -21.70  -19.26 31.92       Female     NA     NA
## 2428    LS3        22614010  -38.34  -30.41 32.00       Female     NA     NA
## 2429    LS3        22614010 -176.10  -11.31 32.08       Female     NA     NA
## 2430    LS3        22614010   -6.37  -13.09 32.17       Female     NA     NA
## 2431    LS3        22614010  -45.32  -28.23 32.25       Female     NA     NA
## 2432    LS3        22614010  -22.83   -6.35 32.33       Female     NA     NA
## 2433    LS3        22614010  -27.00  -12.96 32.42       Female     NA     NA
## 2434    LS3        22614010  -32.73 -159.08 32.50       Female     NA     NA
## 2435    LS3        22614010 -111.39  -22.89 32.58       Female     NA     NA
## 2436    LS3        22614010  -24.86 -164.02 32.67       Female     NA     NA
## 2437    LS3        22614010 -182.83  -11.93 32.75       Female     NA     NA
## 2438    LS3        22614010  -36.16 -146.03 32.83       Female     NA     NA
## 2439    LS3        22614010 -134.84   -6.67 32.92       Female     NA     NA
## 2440    LS3        22614010  -56.48   -6.43 33.00       Female     NA     NA
## 2441    LS3        22614010 -157.25   -1.00 33.08       Female     NA     NA
## 2442    LS3        22614010  -21.90 -120.17 33.17       Female     NA     NA
## 2443    LS3        22614010 -104.95   -9.74 33.25       Female     NA     NA
## 2444    LS3        22614010  -26.28 -112.34 33.33       Female     NA     NA
## 2445    LS3        22614010  -14.80 -100.86 33.42       Female     NA     NA
## 2446    LS3        22614010 -142.00  -21.15 33.50       Female     NA     NA
## 2447    LS3        22614010 -135.75  -13.07 33.58       Female     NA     NA
## 2448    LS3        22614010  -18.82  -78.03 33.67       Female     NA     NA
## 2449    LS3        22614010 -157.64   -6.88 33.75       Female     NA     NA
## 2450    LS3        22614010  -57.08 -131.54 33.83       Female     NA     NA
## 2451    LS3        22614010  -37.75  -21.88 33.92       Female     NA     NA
## 2452    LS3        22614010  -12.63   -2.25 34.00       Female     NA     NA
## 2453    LS3        22614010  -24.41    3.06 34.08       Female     NA     NA
## 2454    LS3        22614010 -153.98   -4.44 34.17       Female     NA     NA
## 2455    LS3        22614010  -18.75  -49.27 34.25       Female     NA     NA
## 2456    LS3        22614010  -18.34  -22.61 34.33       Female     NA     NA
## 2457    LS3        22614010 -161.48  -36.36 34.42       Female     NA     NA
## 2458    LS3        22614010  -17.81  -32.46 34.50       Female     NA     NA
## 2459    LS3        22614010  -30.83 -152.90 34.58       Female     NA     NA
## 2460    LS3        22614010  -13.43 -126.95 34.67       Female     NA     NA
## 2461    LS3        22614010  -16.12 -113.17 34.75       Female     NA     NA
## 2462    LS3        22614010  -22.88 -142.51 34.83       Female     NA     NA
## 2463    LS3        22614010  -72.27  -25.89 34.92       Female     NA     NA
## 2464    LS3        22614010  -31.72 -144.64 35.00       Female     NA     NA
## 2465    LS3        22614010 -118.50  -14.74 35.08       Female     NA     NA
## 2466    LS3        22614010  -33.23   -7.59 35.17       Female     NA     NA
## 2467    LS3        22614010  -25.42 -152.98 35.25       Female     NA     NA
## 2468    LS3        22614010  -30.69  -23.97 35.33       Female     NA     NA
## 2469    LS3        22614010 -115.64  -34.47 35.42       Female     NA     NA
## 2470    LS3        22614011  -19.76 -154.03 35.50       Female     NA     NA
## 2471    LS3        22614011  -93.93  -10.92 35.58       Female     NA     NA
## 2472    LS3        22614011 -130.73  -10.49 35.67       Female     NA     NA
## 2473    LS3        22614011  -22.13   -4.43 35.75       Female     NA     NA
## 2474    LS3        22614011  -32.38  -15.29 35.83       Female     NA     NA
## 2475    LS3        22614011  -18.99  -11.06 35.92       Female     NA     NA
## 2476    LS3        22614011  -32.38   -8.58 36.00       Female     NA     NA
## 2477    LS3        22614011  -18.45 -160.06 36.08       Female     NA     NA
## 2478    LS3        22614011 -135.56  -15.32 36.17       Female     NA     NA
## 2479    LS3        22614011   -7.80  -22.45 36.25       Female     NA     NA
## 2480    LS3        22614011  -25.45  -26.06 36.33       Female     NA     NA
## 2481    LS3        22614011  -15.03   -7.09 36.42       Female     NA     NA
## 2482    LS3        22614011 -152.70  -10.49 36.50       Female     NA     NA
## 2483    LS3        22614011  -19.61  -91.63 36.58       Female     NA     NA
## 2484    LS3        22614011  -20.17   -9.79 36.67       Female     NA     NA
## 2485    LS3        22614011 -155.94  -17.40 36.75       Female     NA     NA
## 2486    LS3        22614011 -131.59  -10.13 36.83       Female     NA     NA
## 2487    LS3        22614011  -53.33  -15.49 36.92       Female     NA     NA
## 2488    LS3        22614011  -22.32 -140.12 37.00       Female     NA     NA
## 2489    LS3        22614011  -26.70 -131.07 37.08       Female     NA     NA
## 2490    LS3        22614011  -24.35   -4.82 37.17       Female     NA     NA
## 2491    LS3        22614011  -31.82  -17.17 37.25       Female     NA     NA
## 2492    LS3        22614011  -97.95  -11.89 37.33       Female     NA     NA
## 2493    LS3        22614011  -23.95  -67.28 37.42       Female     NA     NA
## 2494    LS3        22614011 -146.48   -3.04 37.50       Female     NA     NA
## 2495    LS3        22614011 -104.72  -30.87 37.58       Female     NA     NA
## 2496    LS3        22614011 -141.91   -3.97 37.67       Female     NA     NA
## 2497    LS3        22614011 -164.38   -8.13 37.75       Female     NA     NA
## 2498    LS3        22614011 -110.57  -42.21 37.83       Female     NA     NA
## 2499    LS3        22614011  -18.04 -138.89 37.92       Female     NA     NA
## 2500    LS3        22614011 -130.13  -15.99 38.00       Female     NA     NA
## 2501    LS3        22614011   -9.59 -134.71 38.08       Female     NA     NA
## 2502    LS3        22614011  -16.85   -6.47 38.17       Female     NA     NA
## 2503    LS3        22614011  -21.22  -13.28 38.25       Female     NA     NA
## 2504    LS3        22614011  -35.04   -7.58 38.33       Female     NA     NA
## 2505    LS3        22614011  -23.95  -25.17 38.42       Female     NA     NA
## 2506    LS3        22614011   -4.91  -31.15 38.50       Female     NA     NA
## 2507    LS3        22614011   -7.38   -4.94 38.58       Female     NA     NA
## 2508    LS3        22614011  -38.99 -153.13 38.67       Female     NA     NA
## 2509    LS3        22614011  -28.22 -111.23 38.75       Female     NA     NA
## 2510    LS3        22614011  -26.34   -6.81 38.83       Female     NA     NA
## 2511    LS3        22614011  -21.03 -160.19 38.92       Female     NA     NA
## 2512    LS3        22614011  -14.81 -136.27 39.00       Female     NA     NA
## 2513    LS3        22614011  -41.84  -16.20 39.08       Female     NA     NA
## 2514    LS3        22614011  -12.17 -156.82 39.17       Female     NA     NA
## 2515    LS3        22614011  -23.76 -125.08 39.25       Female     NA     NA
## 2516    LS3        22614011  -20.34  -30.72 39.33       Female     NA     NA
## 2517    LS3        22614011  -15.48  -17.31 39.42       Female     NA     NA
## 2518    LS3        22614011  -11.80 -149.74 39.50       Female     NA     NA
## 2519    LS3        22614011 -108.97  -19.25 39.58       Female     NA     NA
## 2520    LS3        22614011  -25.18   -2.59 39.67       Female     NA     NA
## 2521    LS3        22614011  -36.63  -13.44 39.75       Female     NA     NA
## 2522    LS3        22614011 -149.51   -2.41 39.83       Female     NA     NA
## 2523    LS3        22614011  -24.26 -141.45 39.92       Female     NA     NA
## 2524    LS3        22614011   -4.60  -32.68 40.00       Female     NA     NA
## 2525    LS3        22614011 -157.13  -11.26 40.08       Female     NA     NA
## 2526    LS3        22614011 -117.47   -5.78 40.17       Female     NA     NA
## 2527    LS3        22614011 -158.81  -17.82 40.25       Female     NA     NA
## 2528    LS3        22614011  -17.90 -149.73 40.33       Female     NA     NA
## 2529    LS3        22614011  -11.70 -100.81 40.42       Female     NA     NA
## 2530    LS4        22623002   -7.19  -15.73  0.00       Female     NA     NA
## 2531    LS4        22623002  -12.03  -15.70  0.08       Female     NA     NA
## 2532    LS4        22623002  -17.58  -66.41  0.17       Female     NA     NA
## 2533    LS4        22623002  -15.59  -47.94  0.25       Female     NA     NA
## 2534    LS4        22623002  -33.84  -42.39  0.33       Female     NA     NA
## 2535    LS4        22623002  -30.52  -32.96  0.42       Female     NA     NA
## 2536    LS4        22623002   -5.95  -55.39  0.50       Female     NA     NA
## 2537    LS4        22623002   -7.81  -34.66  0.58       Female     NA     NA
## 2538    LS4        22623002  -46.01  -41.74  0.67       Female     NA     NA
## 2539    LS4        22623002  -21.29  -42.65  0.75       Female     NA     NA
## 2540    LS4        22623002  -38.18  -38.79  0.83       Female     NA     NA
## 2541    LS4        22623002  -37.33  -40.99  0.92       Female     NA     NA
## 2542    LS4        22623002  -29.76  -43.19  1.00       Female     NA     NA
## 2543    LS4        22623002  -39.91  -33.81  1.08       Female     NA     NA
## 2544    LS4        22623002  -35.82  -40.09  1.17       Female     NA     NA
## 2545    LS4        22623002  -29.53  -28.31  1.25       Female     NA     NA
## 2546    LS4        22623002  -41.19  -43.02  1.33       Female     NA     NA
## 2547    LS4        22623002  -37.40  -42.29  1.42       Female     NA     NA
## 2548    LS4        22623002  -18.31  -40.89  1.50       Female     NA     NA
## 2549    LS4        22623002  -15.17  -43.24  1.58       Female     NA     NA
## 2550    LS4        22623002  -22.13  -47.76  1.67       Female     NA     NA
## 2551    LS4        22623002  -39.14  -23.88  1.75       Female     NA     NA
## 2552    LS4        22623002  -27.29  -37.67  1.83       Female     NA     NA
## 2553    LS4        22623002  -23.05  -24.88  1.92       Female     NA     NA
## 2554    LS4        22623002  -34.48  -21.66  2.00       Female     NA     NA
## 2555    LS4        22623002  -25.69  -34.84  2.08       Female     NA     NA
## 2556    LS4        22623002  -33.09  -33.70  2.17       Female     NA     NA
## 2557    LS4        22623002  -37.64  -52.29  2.25       Female     NA     NA
## 2558    LS4        22623002  -16.35  -40.16  2.33       Female     NA     NA
## 2559    LS4        22623002  -13.65  -51.49  2.42       Female     NA     NA
## 2560    LS4        22623002  -40.63  -11.33  2.50       Female     NA     NA
## 2561    LS4        22623002  -38.98  -20.67  2.58       Female     NA     NA
## 2562    LS4        22623002  -30.01   -7.42  2.67       Female     NA     NA
## 2563    LS4        22623002  -22.63  -40.33  2.75       Female     NA     NA
## 2564    LS4        22623002  -30.39  -52.36  2.83       Female     NA     NA
## 2565    LS4        22623002  -23.44  -27.10  2.92       Female     NA     NA
## 2566    LS4        22623002  -34.90  -50.16  3.00       Female     NA     NA
## 2567    LS4        22623002  -22.82  -28.31  3.08       Female     NA     NA
## 2568    LS4        22623002  -13.08  -52.14  3.17       Female     NA     NA
## 2569    LS4        22623002  -33.07  -28.19  3.25       Female     NA     NA
## 2570    LS4        22623002  -36.89  -41.78  3.33       Female     NA     NA
## 2571    LS4        22623002  -44.57  -39.08  3.42       Female     NA     NA
## 2572    LS4        22623002  -28.01  -40.22  3.50       Female     NA     NA
## 2573    LS4        22623002  -34.32  -24.55  3.58       Female     NA     NA
## 2574    LS4        22623002  -28.77  -45.86  3.67       Female     NA     NA
## 2575    LS4        22623002  -36.43  -32.16  3.75       Female     NA     NA
## 2576    LS4        22623002  -13.97  -45.70  3.83       Female     NA     NA
## 2577    LS4        22623002  -33.10  -28.82  3.92       Female     NA     NA
## 2578    LS4        22623002  -30.63  -28.19  4.00       Female     NA     NA
## 2579    LS4        22623002  -19.74  -30.73  4.08       Female     NA     NA
## 2580    LS4        22623002  -38.44  -32.95  4.17       Female     NA     NA
## 2581    LS4        22623002  -25.49  -26.10  4.25       Female     NA     NA
## 2582    LS4        22623002   -9.95  -36.19  4.33       Female     NA     NA
## 2583    LS4        22623002  -27.97  -49.33  4.42       Female     NA     NA
## 2584    LS4        22623002  -25.33  -34.49  4.50       Female     NA     NA
## 2585    LS4        22623002  -22.24  -28.95  4.58       Female     NA     NA
## 2586    LS4        22623002  -21.65  -24.71  4.67       Female     NA     NA
## 2587    LS4        22623002  -21.12  -29.05  4.75       Female     NA     NA
## 2588    LS4        22623002  -25.85  -44.16  4.83       Female     NA     NA
## 2589    LS4        22623002  -28.03  -37.80  4.92       Female     NA     NA
## 2590    LS4        22623004  -36.94  -39.38  5.00       Female     NA     NA
## 2591    LS4        22623004  -11.40  -26.66  5.08       Female     NA     NA
## 2592    LS4        22623004  -33.86  -14.33  5.17       Female     NA     NA
## 2593    LS4        22623004  -29.10  -20.55  5.25       Female     NA     NA
## 2594    LS4        22623004  -39.55  -31.62  5.33       Female     NA     NA
## 2595    LS4        22623004  -32.94  -40.88  5.42       Female     NA     NA
## 2596    LS4        22623004  -44.76  -38.65  5.50       Female     NA     NA
## 2597    LS4        22623004  -53.88  -39.24  5.58       Female     NA     NA
## 2598    LS4        22623004  -23.08  -25.53  5.67       Female     NA     NA
## 2599    LS4        22623004  -28.75  -50.11  5.75       Female     NA     NA
## 2600    LS4        22623004  -47.56  -27.42  5.83       Female     NA     NA
## 2601    LS4        22623004  -39.24  -38.63  5.92       Female     NA     NA
## 2602    LS4        22623004  -33.80  -30.13  6.00       Female     NA     NA
## 2603    LS4        22623004  -50.09  -32.39  6.08       Female     NA     NA
## 2604    LS4        22623004  -27.06  -24.01  6.17       Female     NA     NA
## 2605    LS4        22623004  -26.07  -26.07  6.25       Female     NA     NA
## 2606    LS4        22623004  -49.40  -22.55  6.33       Female     NA     NA
## 2607    LS4        22623004  -37.74  -35.30  6.42       Female     NA     NA
## 2608    LS4        22623004  -18.79  -27.95  6.50       Female     NA     NA
## 2609    LS4        22623004  -39.38  -39.38  6.58       Female     NA     NA
## 2610    LS4        22623004  -26.71  -38.31  6.67       Female     NA     NA
## 2611    LS4        22623004  -33.31  -50.39  6.75       Female     NA     NA
## 2612    LS4        22623004  -27.07  -39.28  6.83       Female     NA     NA
## 2613    LS4        22623004  -25.83  -44.75  6.92       Female     NA     NA
## 2614    LS4        22623004  -31.87  -70.94  7.00       Female     NA     NA
## 2615    LS4        22623004  -43.05  -33.90  7.08       Female     NA     NA
## 2616    LS4        22623004  -46.77  -44.33  7.17       Female     NA     NA
## 2617    LS4        22623004  -27.77  -24.10  7.25       Female     NA     NA
## 2618    LS4        22623004  -39.50  -41.94  7.33       Female     NA     NA
## 2619    LS4        22623004  -19.24  -27.78  7.42       Female     NA     NA
## 2620    LS4        22623004  -27.48  -39.69  7.50       Female     NA     NA
## 2621    LS4        22623004  -31.56  -37.66  7.58       Female     NA     NA
## 2622    LS4        22623004  -20.87  -37.35  7.67       Female     NA     NA
## 2623    LS4        22623004  -19.81  -46.67  7.75       Female     NA     NA
## 2624    LS4        22623004  -31.96  -30.74  7.83       Female     NA     NA
## 2625    LS4        22623004  -22.47  -35.90  7.92       Female     NA     NA
## 2626    LS4        22623004  -33.61  -29.34  8.00       Female     NA     NA
## 2627    LS4        22623004  -28.42  -29.03  8.08       Female     NA     NA
## 2628    LS4        22623004  -23.31  -20.26  8.17       Female     NA     NA
## 2629    LS4        22623004  -22.48  -34.08  8.25       Female     NA     NA
## 2630    LS4        22623004  -24.49  -38.53  8.33       Female     NA     NA
## 2631    LS4        22623004  -20.00  -28.54  8.42       Female     NA     NA
## 2632    LS4        22623004  -32.82  -36.48  8.50       Female     NA     NA
## 2633    LS4        22623004  -30.43  -32.87  8.58       Female     NA     NA
## 2634    LS4        22623004  -18.90  -32.94  8.67       Female     NA     NA
## 2635    LS4        22623004  -16.17  -28.99  8.75       Female     NA     NA
## 2636    LS4        22623004   -8.22  -51.55  8.83       Female     NA     NA
## 2637    LS4        22623004  -26.76  -37.14  8.92       Female     NA     NA
## 2638    LS4        22623004  -31.95  -27.68  9.00       Female     NA     NA
## 2639    LS4        22623004  -21.66  -22.88  9.08       Female     NA     NA
## 2640    LS4        22623004  -31.32  -53.29  9.17       Female     NA     NA
## 2641    LS4        22623004  -30.44  -27.39  9.25       Female     NA     NA
## 2642    LS4        22623004  -51.84  -25.60  9.33       Female     NA     NA
## 2643    LS4        22623004  -31.41  -34.46  9.42       Female     NA     NA
## 2644    LS4        22623004  -17.48  -27.25  9.50       Female     NA     NA
## 2645    LS4        22623004  -44.27  -39.39  9.58       Female     NA     NA
## 2646    LS4        22623004  -31.01  -26.13  9.67       Female     NA     NA
## 2647    LS4        22623004  -23.37  -28.25  9.75       Female     NA     NA
## 2648    LS4        22623004  -19.58  -42.77  9.83       Female     NA     NA
## 2649    LS4        22623004  -26.56  -38.77  9.92       Female     NA     NA
## 2650    LS4        22623005  -11.87  -21.02 10.00       Female     NA     NA
## 2651    LS4        22623005   -9.57  -43.75 10.08       Female     NA     NA
## 2652    LS4        22623005   -6.94  -27.10 10.17       Female     NA     NA
## 2653    LS4        22623005  -19.83  -12.51 10.25       Female     NA     NA
## 2654    LS4        22623005  -31.17  -20.78 10.33       Female     NA     NA
## 2655    LS4        22623005  -29.20  -13.33 10.42       Female     NA     NA
## 2656    LS4        22623005  -41.34  -34.58 10.50       Female     NA     NA
## 2657    LS4        22623005  -18.91  -28.05 10.58       Female     NA     NA
## 2658    LS4        22623005  -22.22  -17.33 10.67       Female     NA     NA
## 2659    LS4        22623005  -21.44  -20.21 10.75       Female     NA     NA
## 2660    LS4        22623005  -21.47  -24.52 10.83       Female     NA     NA
## 2661    LS4        22623005   -3.46  -22.97 10.92       Female     NA     NA
## 2662    LS4        22623005  -10.56  -19.76 11.00       Female     NA     NA
## 2663    LS4        22623005  -13.47  -19.58 11.08       Female     NA     NA
## 2664    LS4        22623005   -4.14  -32.21 11.17       Female     NA     NA
## 2665    LS4        22623005  -24.10  -27.17 11.25       Female     NA     NA
## 2666    LS4        22623005   -9.47  -25.93 11.33       Female     NA     NA
## 2667    LS4        22623005  -23.12  -35.93 11.42       Female     NA     NA
## 2668    LS4        22623005   -5.56  -28.14 11.50       Female     NA     NA
## 2669    LS4        22623005  -16.00  -34.32 11.58       Female     NA     NA
## 2670    LS4        22623005  -12.08  -23.09 11.67       Female     NA     NA
## 2671    LS4        22623005  -15.12  -19.41 11.75       Female     NA     NA
## 2672    LS4        22623005  -17.85  -19.68 11.83       Female     NA     NA
## 2673    LS4        22623005  -20.27  -20.88 11.92       Female     NA     NA
## 2674    LS4        22623005  -20.90  -35.57 12.00       Female     NA     NA
## 2675    LS4        22623005  -25.84  -36.24 12.08       Female     NA     NA
## 2676    LS4        22623005  -29.20  -24.93 12.17       Female     NA     NA
## 2677    LS4        22623005   -4.97  -23.27 12.25       Female     NA     NA
## 2678    LS4        22623005   -3.22  -14.21 12.33       Female     NA     NA
## 2679    LS4        22623005  -16.49  -11.00 12.42       Female     NA     NA
## 2680    LS4        22623005  -19.75  -44.75 12.50       Female     NA     NA
## 2681    LS4        22623005  -24.05   -8.82 12.58       Female     NA     NA
## 2682    LS4        22623005  -17.24  -21.51 12.67       Female     NA     NA
## 2683    LS4        22623005  -15.86  -21.96 12.75       Female     NA     NA
## 2684    LS4        22623005  -21.07  -18.01 12.83       Female     NA     NA
## 2685    LS4        22623005  -19.06  -16.03 12.92       Female     NA     NA
## 2686    LS4        22623005  -25.07  -26.31 13.00       Female     NA     NA
## 2687    LS4        22623005  -30.89  -30.30 13.08       Female     NA     NA
## 2688    LS4        22623005  -19.84  -36.93 13.17       Female     NA     NA
## 2689    LS4        22623005  -19.13  -40.51 13.25       Female     NA     NA
## 2690    LS4        22623005  -30.73  -17.92 13.33       Female     NA     NA
## 2691    LS4        22623005  -40.67  -30.33 13.42       Female     NA     NA
## 2692    LS4        22623005  -32.92  -20.72 13.50       Female     NA     NA
## 2693    LS4        22623005  -31.02   -4.22 13.58       Female     NA     NA
## 2694    LS4        22623005  -37.76  -30.44 13.67       Female     NA     NA
## 2695    LS4        22623005  -19.79  -16.73 13.75       Female     NA     NA
## 2696    LS4        22623005  -33.10  -33.08 13.83       Female     NA     NA
## 2697    LS4        22623005  -16.13   -7.61 13.92       Female     NA     NA
## 2698    LS4        22623005  -20.86   -5.60 14.00       Female     NA     NA
## 2699    LS4        22623005  -25.11  -20.21 14.08       Female     NA     NA
## 2700    LS4        22623005  -14.14  -15.98 14.17       Female     NA     NA
## 2701    LS4        22623005  -31.78  -14.66 14.25       Female     NA     NA
## 2702    LS4        22623005  -20.22  -14.70 14.33       Female     NA     NA
## 2703    LS4        22623005  -30.47  -23.75 14.42       Female     NA     NA
## 2704    LS4        22623005  -16.42  -28.64 14.50       Female     NA     NA
## 2705    LS4        22623005  -24.04  -21.60 14.58       Female     NA     NA
## 2706    LS4        22623005  -10.46  -33.06 14.67       Female     NA     NA
## 2707    LS4        22623005  -15.13  -26.72 14.75       Female     NA     NA
## 2708    LS4        22623005   -6.79  -28.78 14.83       Female     NA     NA
## 2709    LS4        22623005  -24.98  -31.71 14.92       Female     NA     NA
## 2710    LS4        22623006  -25.27  -46.02 15.00       Female     NA     NA
## 2711    LS4        22623006  -30.35  -21.19 15.08       Female     NA     NA
## 2712    LS4        22623006  -20.96  -27.07 15.17       Female     NA     NA
## 2713    LS4        22623006  -17.23  -23.34 15.25       Female     NA     NA
## 2714    LS4        22623006  -21.57  -17.93 15.33       Female     NA     NA
## 2715    LS4        22623006  -27.80  -32.70 15.42       Female     NA     NA
## 2716    LS4        22623006  -22.43  -45.64 15.50       Female     NA     NA
## 2717    LS4        22623006  -27.31  -20.59 15.58       Female     NA     NA
## 2718    LS4        22623006  -32.86  -28.55 15.67       Female     NA     NA
## 2719    LS4        22623006  -21.60  -39.27 15.75       Female     NA     NA
## 2720    LS4        22623006  -29.64  -21.72 15.83       Female     NA     NA
## 2721    LS4        22623006  -28.69  -22.59 15.92       Female     NA     NA
## 2722    LS4        22623006   -1.36  -19.06 16.00       Female     NA     NA
## 2723    LS4        22623006  -23.45   -6.98 16.08       Female     NA     NA
## 2724    LS4        22623006  -54.97  -34.83 16.17       Female     NA     NA
## 2725    LS4        22623006  -33.53   -6.07 16.25       Female     NA     NA
## 2726    LS4        22623006  -25.33  -14.33 16.33       Female     NA     NA
## 2727    LS4        22623006  -37.72  -47.51 16.42       Female     NA     NA
## 2728    LS4        22623006  -18.06  -30.28 16.50       Female     NA     NA
## 2729    LS4        22623006  -17.95  -24.66 16.58       Female     NA     NA
## 2730    LS4        22623006  -12.64  -24.28 16.67       Female     NA     NA
## 2731    LS4        22623006  -39.63  -20.11 16.75       Female     NA     NA
## 2732    LS4        22623006  -39.44  -11.39 16.83       Female     NA     NA
## 2733    LS4        22623006  -22.98  -23.57 16.92       Female     NA     NA
## 2734    LS4        22623006  -13.37  -17.00 17.00       Female     NA     NA
## 2735    LS4        22623006  -45.77  -26.24 17.08       Female     NA     NA
## 2736    LS4        22623006  -19.39  -22.47 17.17       Female     NA     NA
## 2737    LS4        22623006  -47.11  -34.92 17.25       Female     NA     NA
## 2738    LS4        22623006  -16.47  -20.73 17.33       Female     NA     NA
## 2739    LS4        22623006  -26.88  -14.05 17.42       Female     NA     NA
## 2740    LS4        22623006  -29.66  -24.19 17.50       Female     NA     NA
## 2741    LS4        22623006  -25.13  -31.85 17.58       Female     NA     NA
## 2742    LS4        22623006  -39.07  -22.05 17.67       Female     NA     NA
## 2743    LS4        22623006  -35.70  -24.13 17.75       Female     NA     NA
## 2744    LS4        22623006  -23.25  -48.87 17.83       Female     NA     NA
## 2745    LS4        22623006  -47.55  -23.74 17.92       Female     NA     NA
## 2746    LS4        22623006  -31.45  -32.05 18.00       Female     NA     NA
## 2747    LS4        22623006   -6.55  -10.20 18.08       Female     NA     NA
## 2748    LS4        22623006  -19.01  -26.95 18.17       Female     NA     NA
## 2749    LS4        22623006  -51.76  -21.86 18.25       Female     NA     NA
## 2750    LS4        22623006  -43.57  -17.94 18.33       Female     NA     NA
## 2751    LS4        22623006  -53.30  -33.78 18.42       Female     NA     NA
## 2752    LS4        22623006  -20.55  -23.60 18.50       Female     NA     NA
## 2753    LS4        22623006  -24.89  -15.72 18.58       Female     NA     NA
## 2754    LS4        22623006  -41.92  -23.61 18.67       Female     NA     NA
## 2755    LS4        22623006   -9.62   -4.13 18.75       Female     NA     NA
## 2756    LS4        22623006  -18.85  -48.77 18.83       Female     NA     NA
## 2757    LS4        22623006  -25.82  -20.34 18.92       Female     NA     NA
## 2758    LS4        22623006   -9.14  -28.68 19.00       Female     NA     NA
## 2759    LS4        22623006  -34.93  -11.15 19.08       Female     NA     NA
## 2760    LS4        22623006  -21.02  -22.84 19.17       Female     NA     NA
## 2761    LS4        22623006   -3.71  -46.43 19.25       Female     NA     NA
## 2762    LS4        22623006  -28.70   -7.39 19.33       Female     NA     NA
## 2763    LS4        22623006  -27.28  -32.16 19.42       Female     NA     NA
## 2764    LS4        22623006  -22.49  -16.99 19.50       Female     NA     NA
## 2765    LS4        22623006  -27.47  -22.58 19.58       Female     NA     NA
## 2766    LS4        22623006  -32.48  -13.53 19.67       Female     NA     NA
## 2767    LS4        22623006  -34.52  -28.40 19.75       Female     NA     NA
## 2768    LS4        22623006  -21.98  -18.30 19.83       Female     NA     NA
## 2769    LS4        22623006  -28.33  -24.67 19.92       Female     NA     NA
## 2770    LS4        22623007   -4.14  -54.79 20.00       Female     NA     NA
## 2771    LS4        22623007  -30.48   -6.68 20.08       Female     NA     NA
## 2772    LS4        22623007  -35.16  -25.40 20.17       Female     NA     NA
## 2773    LS4        22623007  -32.39  -33.61 20.25       Female     NA     NA
## 2774    LS4        22623007  -35.46  -14.70 20.33       Female     NA     NA
## 2775    LS4        22623007  -29.11  -22.40 20.42       Female     NA     NA
## 2776    LS4        22623007  -22.84   -5.75 20.50       Female     NA     NA
## 2777    LS4        22623007  -25.19  -19.08 20.58       Female     NA     NA
## 2778    LS4        22623007  -20.87  -30.64 20.67       Female     NA     NA
## 2779    LS4        22623007  -20.94   -9.35 20.75       Female     NA     NA
## 2780    LS4        22623007  -13.94  -26.14 20.83       Female     NA     NA
## 2781    LS4        22623007  -35.19  -13.83 20.92       Female     NA     NA
## 2782    LS4        22623007  -14.42   -9.54 21.00       Female     NA     NA
## 2783    LS4        22623007  -24.81  -24.20 21.08       Female     NA     NA
## 2784    LS4        22623007  -39.08  -20.77 21.17       Female     NA     NA
## 2785    LS4        22623007  -19.27  -21.71 21.25       Female     NA     NA
## 2786    LS4        22623007  -50.59  -12.74 21.33       Female     NA     NA
## 2787    LS4        22623007   -5.44  -25.58 21.42       Female     NA     NA
## 2788    LS4        22623007  -20.15  -19.54 21.50       Female     NA     NA
## 2789    LS4        22623007  -27.37  -34.09 21.58       Female     NA     NA
## 2790    LS4        22623007  -22.66  -12.89 21.67       Female     NA     NA
## 2791    LS4        22623007  -23.51  -17.41 21.75       Female     NA     NA
## 2792    LS4        22623007  -23.16   -7.90 21.83       Female     NA     NA
## 2793    LS4        22623007  -46.09  -18.01 21.92       Female     NA     NA
## 2794    LS4        22623007  -21.17  -14.46 22.00       Female     NA     NA
## 2795    LS4        22623007  -32.32   -3.63 22.08       Female     NA     NA
## 2796    LS4        22623007   -9.59   -9.59 22.17       Female     NA     NA
## 2797    LS4        22623007   -6.76  -31.17 22.25       Female     NA     NA
## 2798    LS4        22623007   -8.78  -16.11 22.33       Female     NA     NA
## 2799    LS4        22623007  -10.92   -6.04 22.42       Female     NA     NA
## 2800    LS4        22623007  -10.24  -32.21 22.50       Female     NA     NA
## 2801    LS4        22623007  -34.09   -9.06 22.58       Female     NA     NA
## 2802    LS4        22623007  -12.31  -14.14 22.67       Female     NA     NA
## 2803    LS4        22623007  -17.87  -22.15 22.75       Female     NA     NA
## 2804    LS4        22623007  -18.11  -13.23 22.83       Female     NA     NA
## 2805    LS4        22623007   -6.91  -21.55 22.92       Female     NA     NA
## 2806    LS4        22623007  -21.13  -12.58 23.00       Female     NA     NA
## 2807    LS4        22623007  -43.18   -7.17 23.08       Female     NA     NA
## 2808    LS4        22623007  -22.83  -23.44 23.17       Female     NA     NA
## 2809    LS4        22623007  -35.40  -22.58 23.25       Female     NA     NA
## 2810    LS4        22623007  -19.31  -18.70 23.33       Female     NA     NA
## 2811    LS4        22623007  -30.57  -20.20 23.42       Female     NA     NA
## 2812    LS4        22623007  -29.52   -5.10 23.50       Female     NA     NA
## 2813    LS4        22623007  -30.12  -26.45 23.58       Female     NA     NA
## 2814    LS4        22623007   -4.22  -29.24 23.67       Female     NA     NA
## 2815    LS4        22623007  -28.03  -17.04 23.75       Female     NA     NA
## 2816    LS4        22623007  -30.58  -13.49 23.83       Female     NA     NA
## 2817    LS4        22623007  -27.44  -17.06 23.92       Female     NA     NA
## 2818    LS4        22623007  -24.80  -11.37 24.00       Female     NA     NA
## 2819    LS4        22623007  -36.66  -19.57 24.08       Female     NA     NA
## 2820    LS4        22623007  -11.80   -8.13 24.17       Female     NA     NA
## 2821    LS4        22623007   -4.48  -27.06 24.25       Female     NA     NA
## 2822    LS4        22623007  -32.10  -10.74 24.33       Female     NA     NA
## 2823    LS4        22623007   -7.22   -9.67 24.42       Female     NA     NA
## 2824    LS4        22623007  -19.06  -18.45 24.50       Female     NA     NA
## 2825    LS4        22623007  -20.53  -29.08 24.58       Female     NA     NA
## 2826    LS4        22623007  -14.34  -24.10 24.67       Female     NA     NA
## 2827    LS4        22623007  -11.48  -32.84 24.75       Female     NA     NA
## 2828    LS4        22623007  -24.15    0.87 24.83       Female     NA     NA
## 2829    LS4        22623007  -17.16  -12.89 24.92       Female     NA     NA
## 2830    LS4        22623008  -26.60   -5.24 25.00       Female     NA     NA
## 2831    LS4        22623008  -15.48   -6.94 25.08       Female     NA     NA
## 2832    LS4        22623008  -22.97  -14.42 25.17       Female     NA     NA
## 2833    LS4        22623008   -3.14    2.35 25.25       Female     NA     NA
## 2834    LS4        22623008  -12.76   -9.10 25.33       Female     NA     NA
## 2835    LS4        22623008  -14.24   -8.75 25.42       Female     NA     NA
## 2836    LS4        22623008   -9.91  -20.29 25.50       Female     NA     NA
## 2837    LS4        22623008  -24.49   -3.73 25.58       Female     NA     NA
## 2838    LS4        22623008  -42.24   -5.62 25.67       Female     NA     NA
## 2839    LS4        22623008  -15.36  -31.84 25.75       Female     NA     NA
## 2840    LS4        22623008  -16.72  -18.55 25.83       Female     NA     NA
## 2841    LS4        22623008  -32.36   -6.72 25.92       Female     NA     NA
## 2842    LS4        22623008  -37.39  -29.46 26.00       Female     NA     NA
## 2843    LS4        22623008  -27.41  -20.70 26.08       Female     NA     NA
## 2844    LS4        22623008  -13.73  -18.01 26.17       Female     NA     NA
## 2845    LS4        22623008   -5.21   -7.65 26.25       Female     NA     NA
## 2846    LS4        22623008  -19.56   -6.13 26.33       Female     NA     NA
## 2847    LS4        22623008  -21.58  -17.92 26.42       Female     NA     NA
## 2848    LS4        22623008  -15.92  -33.01 26.50       Female     NA     NA
## 2849    LS4        22623008  -34.80  -19.54 26.58       Female     NA     NA
## 2850    LS4        22623008  -27.44  -11.57 26.67       Female     NA     NA
## 2851    LS4        22623008  -15.95   -6.79 26.75       Female     NA     NA
## 2852    LS4        22623008  -38.39  -14.59 26.83       Female     NA     NA
## 2853    LS4        22623008  -19.69   -5.65 26.92       Female     NA     NA
## 2854    LS4        22623008  -16.47  -16.47 27.00       Female     NA     NA
## 2855    LS4        22623008  -17.95   -7.58 27.08       Female     NA     NA
## 2856    LS4        22623008  -13.81  -18.09 27.17       Female     NA     NA
## 2857    LS4        22623008  -12.99   -8.11 27.25       Female     NA     NA
## 2858    LS4        22623008  -20.46   -2.76 27.33       Female     NA     NA
## 2859    LS4        22623008  -19.60   -3.73 27.42       Female     NA     NA
## 2860    LS4        22623008  -39.54   -7.80 27.50       Female     NA     NA
## 2861    LS4        22623008   -1.28  -15.32 27.58       Female     NA     NA
## 2862    LS4        22623008  -27.98   -6.00 27.67       Female     NA     NA
## 2863    LS4        22623008  -19.96   -7.76 27.75       Female     NA     NA
## 2864    LS4        22623008  -12.55   -0.34 27.83       Female     NA     NA
## 2865    LS4        22623008   -5.20   -6.42 27.92       Female     NA     NA
## 2866    LS4        22623008  -31.36  -14.27 28.00       Female     NA     NA
## 2867    LS4        22623008  -11.39  -20.55 28.08       Female     NA     NA
## 2868    LS4        22623008  -24.66  -20.38 28.17       Female     NA     NA
## 2869    LS4        22623008   -4.27  -18.31 28.25       Female     NA     NA
## 2870    LS4        22623008  -35.87   -8.40 28.33       Female     NA     NA
## 2871    LS4        22623008  -41.17  -21.64 28.42       Female     NA     NA
## 2872    LS4        22623008  -28.34  -23.45 28.50       Female     NA     NA
## 2873    LS4        22623008  -29.96   -3.72 28.58       Female     NA     NA
## 2874    LS4        22623008  -25.27  -11.84 28.67       Female     NA     NA
## 2875    LS4        22623008   -7.63   -4.58 28.75       Female     NA     NA
## 2876    LS4        22623008  -24.85  -14.48 28.83       Female     NA     NA
## 2877    LS4        22623008  -20.78  -18.95 28.92       Female     NA     NA
## 2878    LS4        22623008  -32.21  -10.24 29.00       Female     NA     NA
## 2879    LS4        22623008  -16.95  -36.48 29.08       Female     NA     NA
## 2880    LS4        22623008  -21.13  -13.80 29.17       Female     NA     NA
## 2881    LS4        22623008  -20.33  -22.16 29.25       Female     NA     NA
## 2882    LS4        22623008  -29.56  -11.25 29.33       Female     NA     NA
## 2883    LS4        22623008  -20.75  -20.14 29.42       Female     NA     NA
## 2884    LS4        22623008  -22.28  -25.33 29.50       Female     NA     NA
## 2885    LS4        22623008  -17.60   -9.06 29.58       Female     NA     NA
## 2886    LS4        22623008  -27.82  -13.78 29.67       Female     NA     NA
## 2887    LS4        22623008  -23.16  -10.95 29.75       Female     NA     NA
## 2888    LS4        22623008  -32.90  -28.01 29.83       Female     NA     NA
## 2889    LS4        22623008  -32.24  -10.88 29.92       Female     NA     NA
## 2890    LS4        22623009  -34.84  -18.36 30.00       Female     NA     NA
## 2891    LS4        22623009  -34.66   -2.93 30.08       Female     NA     NA
## 2892    LS4        22623009  -39.15   -5.58 30.17       Female     NA     NA
## 2893    LS4        22623009  -29.17  -12.69 30.25       Female     NA     NA
## 2894    LS4        22623009  -23.47  -20.42 30.33       Female     NA     NA
## 2895    LS4        22623009  -19.75  -30.12 30.42       Female     NA     NA
## 2896    LS4        22623009  -30.67   -8.70 30.50       Female     NA     NA
## 2897    LS4        22623009  -43.33  -19.52 30.58       Female     NA     NA
## 2898    LS4        22623009  -35.78   -8.31 30.67       Female     NA     NA
## 2899    LS4        22623009  -33.65   -5.57 30.75       Female     NA     NA
## 2900    LS4        22623009  -17.92  -13.04 30.83       Female     NA     NA
## 2901    LS4        22623009  -34.94  -14.80 30.92       Female     NA     NA
## 2902    LS4        22623009  -17.91   -9.36 31.00       Female     NA     NA
## 2903    LS4        22623009  -39.00  -15.20 31.08       Female     NA     NA
## 2904    LS4        22623009  -37.73   -9.04 31.17       Female     NA     NA
## 2905    LS4        22623009  -40.53   -3.90 31.25       Female     NA     NA
## 2906    LS4        22623009  -19.47  -33.51 31.33       Female     NA     NA
## 2907    LS4        22623009  -33.04  -23.88 31.42       Female     NA     NA
## 2908    LS4        22623009  -38.04   -8.74 31.50       Female     NA     NA
## 2909    LS4        22623009  -33.55  -18.90 31.58       Female     NA     NA
## 2910    LS4        22623009  -40.01   -2.17 31.67       Female     NA     NA
## 2911    LS4        22623009  -52.74   -2.69 31.75       Female     NA     NA
## 2912    LS4        22623009  -22.95  -16.24 31.83       Female     NA     NA
## 2913    LS4        22623009  -43.60  -21.01 31.92       Female     NA     NA
## 2914    LS4        22623009  -34.38  -15.46 32.00       Female     NA     NA
## 2915    LS4        22623009  -12.38  -20.92 32.08       Female     NA     NA
## 2916    LS4        22623009  -39.33   -8.20 32.17       Female     NA     NA
## 2917    LS4        22623009  -32.08   -2.78 32.25       Female     NA     NA
## 2918    LS4        22623009   -6.42  -13.74 32.33       Female     NA     NA
## 2919    LS4        22623009  -21.06  -42.42 32.42       Female     NA     NA
## 2920    LS4        22623009   -6.90   -8.12 32.50       Female     NA     NA
## 2921    LS4        22623009  -24.88  -20.00 32.58       Female     NA     NA
## 2922    LS4        22623009  -30.43   -6.01 32.67       Female     NA     NA
## 2923    LS4        22623009  -34.76  -10.96 32.75       Female     NA     NA
## 2924    LS4        22623009  -27.08  -16.70 32.83       Female     NA     NA
## 2925    LS4        22623009   -9.45  -45.46 32.92       Female     NA     NA
## 2926    LS4        22623009  -40.91   -7.95 33.00       Female     NA     NA
## 2927    LS4        22623009  -26.97  -19.65 33.08       Female     NA     NA
## 2928    LS4        22623009  -21.60  -20.37 33.17       Female     NA     NA
## 2929    LS4        22623009  -25.79   -5.65 33.25       Female     NA     NA
## 2930    LS4        22623009  -40.45   -4.44 33.33       Female     NA     NA
## 2931    LS4        22623009  -26.91  -23.86 33.42       Female     NA     NA
## 2932    LS4        22623009  -31.10  -17.06 33.50       Female     NA     NA
## 2933    LS4        22623009  -31.62  -12.70 33.58       Female     NA     NA
## 2934    LS4        22623009  -20.55  -21.78 33.67       Female     NA     NA
## 2935    LS4        22623009   -6.07  -26.21 33.75       Female     NA     NA
## 2936    LS4        22623009  -21.67   -6.41 33.83       Female     NA     NA
## 2937    LS4        22623009  -14.70  -13.48 33.92       Female     NA     NA
## 2938    LS4        22623009  -32.41   -5.56 34.00       Female     NA     NA
## 2939    LS4        22623009  -30.75  -12.44 34.08       Female     NA     NA
## 2940    LS4        22623009  -34.12   -6.65 34.17       Female     NA     NA
## 2941    LS4        22623009  -21.16  -23.60 34.25       Female     NA     NA
## 2942    LS4        22623009  -28.05   -7.91 34.33       Female     NA     NA
## 2943    LS4        22623009  -29.06   -6.48 34.42       Female     NA     NA
## 2944    LS4        22623009  -26.94  -10.46 34.50       Female     NA     NA
## 2945    LS4        22623009   -9.88  -23.31 34.58       Female     NA     NA
## 2946    LS4        22623009  -36.27  -33.83 34.67       Female     NA     NA
## 2947    LS4        22623009  -25.75  -16.60 34.75       Female     NA     NA
## 2948    LS4        22623009  -30.81  -21.05 34.83       Female     NA     NA
## 2949    LS4        22623009  -37.61  -15.64 34.92       Female     NA     NA
## 2950    LS4        22623010  -15.35   -9.25 35.00       Female     NA     NA
## 2951    LS4        22623010  -32.20   -9.00 35.08       Female     NA     NA
## 2952    LS4        22623010  -29.51   -9.37 35.17       Female     NA     NA
## 2953    LS4        22623010  -34.48   -3.97 35.25       Female     NA     NA
## 2954    LS4        22623010  -16.73   -2.69 35.33       Female     NA     NA
## 2955    LS4        22623010  -39.31  -10.02 35.42       Female     NA     NA
## 2956    LS4        22623010  -23.39  -15.46 35.50       Female     NA     NA
## 2957    LS4        22623010  -47.73   -5.62 35.58       Female     NA     NA
## 2958    LS4        22623010  -10.28  -14.55 35.67       Female     NA     NA
## 2959    LS4        22623010  -47.36   -0.36 35.75       Female     NA     NA
## 2960    LS4        22623010  -32.25   -6.62 35.83       Female     NA     NA
## 2961    LS4        22623010  -17.52  -27.90 35.92       Female     NA     NA
## 2962    LS4        22623010  -38.60  -14.18 36.00       Female     NA     NA
## 2963    LS4        22623010  -10.21  -21.80 36.08       Female     NA     NA
## 2964    LS4        22623010  -32.70  -12.56 36.17       Female     NA     NA
## 2965    LS4        22623010  -24.04  -16.71 36.25       Female     NA     NA
## 2966    LS4        22623010  -12.54  -14.37 36.33       Female     NA     NA
## 2967    LS4        22623010  -31.24  -19.65 36.42       Female     NA     NA
## 2968    LS4        22623010  -31.96   -6.33 36.50       Female     NA     NA
## 2969    LS4        22623010  -33.21  -27.11 36.58       Female     NA     NA
## 2970    LS4        22623010  -28.73  -15.91 36.67       Female     NA     NA
## 2971    LS4        22623010  -15.93  -30.58 36.75       Female     NA     NA
## 2972    LS4        22623010  -20.83  -11.07 36.83       Female     NA     NA
## 2973    LS4        22623010  -39.20  -12.95 36.92       Female     NA     NA
## 2974    LS4        22623010  -30.44  -23.11 37.00       Female     NA     NA
## 2975    LS4        22623010   -6.69  -27.44 37.08       Female     NA     NA
## 2976    LS4        22623010  -12.45  -38.08 37.17       Female     NA     NA
## 2977    LS4        22623010   -9.86   -4.37 37.25       Female     NA     NA
## 2978    LS4        22623010  -30.27  -21.72 37.33       Female     NA     NA
## 2979    LS4        22623010   -7.53  -24.01 37.42       Female     NA     NA
## 2980    LS4        22623010  -24.64  -13.65 37.50       Female     NA     NA
## 2981    LS4        22623010  -23.03  -13.27 37.58       Female     NA     NA
## 2982    LS4        22623010  -23.19   -4.88 37.67       Female     NA     NA
## 2983    LS4        22623010  -35.68   -3.94 37.75       Female     NA     NA
## 2984    LS4        22623010  -27.44  -17.06 37.83       Female     NA     NA
## 2985    LS4        22623010  -24.39   -4.86 37.92       Female     NA     NA
## 2986    LS4        22623010  -29.77  -13.90 38.00       Female     NA     NA
## 2987    LS4        22623010  -11.60  -15.87 38.08       Female     NA     NA
## 2988    LS4        22623010  -20.13  -12.20 38.17       Female     NA     NA
## 2989    LS4        22623010  -10.38  -26.86 38.25       Female     NA     NA
## 2990    LS4        22623010  -17.48  -18.10 38.33       Female     NA     NA
## 2991    LS4        22623010  -23.92  -25.14 38.42       Female     NA     NA
## 2992    LS4        22623010  -29.96   -4.94 38.50       Female     NA     NA
## 2993    LS4        22623010   -9.64  -16.96 38.58       Female     NA     NA
## 2994    LS4        22623010  -13.36   -7.86 38.67       Female     NA     NA
## 2995    LS4        22623010  -28.24   -6.88 38.75       Female     NA     NA
## 2996    LS4        22623010  -38.07  -17.92 38.83       Female     NA     NA
## 2997    LS4        22623010  -47.18   -9.33 38.92       Female     NA     NA
## 2998    LS4        22623010  -33.43   -8.41 39.00       Female     NA     NA
## 2999    LS4        22623010  -30.50  -24.40 39.08       Female     NA     NA
## 3000    LS4        22623010  -19.57  -14.07 39.17       Female     NA     NA
## 3001    LS4        22623010  -26.47   -8.77 39.25       Female     NA     NA
## 3002    LS4        22623010   -3.99  -36.94 39.33       Female     NA     NA
## 3003    LS4        22623010  -24.62  -13.63 39.42       Female     NA     NA
## 3004    LS4        22623010  -31.61  -23.07 39.50       Female     NA     NA
## 3005    LS4        22623010  -38.07   -9.38 39.58       Female     NA     NA
## 3006    LS4        22623010  -31.56  -11.42 39.67       Female     NA     NA
## 3007    LS4        22623010  -19.91   -4.04 39.75       Female     NA     NA
## 3008    LS4        22623010  -25.44   -6.52 39.83       Female     NA     NA
## 3009    LS4        22623010  -32.10  -23.55 39.92       Female     NA     NA
## 3010    LS5        22623017  -36.06  -61.08  0.00       Female     NA     NA
## 3011    LS5        22623017  -41.18  -57.05  0.08       Female     NA     NA
## 3012    LS5        22623017  -60.96  -51.81  0.17       Female     NA     NA
## 3013    LS5        22623017  -38.08  -39.91  0.25       Female     NA     NA
## 3014    LS5        22623017  -40.07  -50.45  0.33       Female     NA     NA
## 3015    LS5        22623017  -42.47  -43.08  0.42       Female     NA     NA
## 3016    LS5        22623017  -32.55  -72.22  0.50       Female     NA     NA
## 3017    LS5        22623017  -61.67  -51.91  0.58       Female     NA     NA
## 3018    LS5        22623017  -35.50  -29.40  0.67       Female     NA     NA
## 3019    LS5        22623017  -43.17  -54.16  0.75       Female     NA     NA
## 3020    LS5        22623017  -31.39  -75.34  0.83       Female     NA     NA
## 3021    LS5        22623017  -37.46  -56.38  0.92       Female     NA     NA
## 3022    LS5        22623017  -41.69  -39.24  1.00       Female     NA     NA
## 3023    LS5        22623017  -40.71  -54.75  1.08       Female     NA     NA
## 3024    LS5        22623017  -64.75  -34.84  1.17       Female     NA     NA
## 3025    LS5        22623017  -41.42  -52.41  1.25       Female     NA     NA
## 3026    LS5        22623017  -34.07  -36.51  1.33       Female     NA     NA
## 3027    LS5        22623017  -45.62  -34.64  1.42       Female     NA     NA
## 3028    LS5        22623017  -43.05  -40.00  1.50       Female     NA     NA
## 3029    LS5        22623017  -47.94  -71.13  1.58       Female     NA     NA
## 3030    LS5        22623017  -37.43  -39.26  1.67       Female     NA     NA
## 3031    LS5        22623017  -51.52  -41.14  1.75       Female     NA     NA
## 3032    LS5        22623017  -68.05  -41.80  1.83       Female     NA     NA
## 3033    LS5        22623017  -40.68  -34.58  1.92       Female     NA     NA
## 3034    LS5        22623017  -51.38  -38.56  2.00       Female     NA     NA
## 3035    LS5        22623017  -38.38  -43.87  2.08       Female     NA     NA
## 3036    LS5        22623017  -43.44  -67.86  2.17       Female     NA     NA
## 3037    LS5        22623017  -58.72  -65.44  2.25       Female     NA     NA
## 3038    LS5        22623017  -47.88  -56.43  2.33       Female     NA     NA
## 3039    LS5        22623017  -31.79  -42.78  2.42       Female     NA     NA
## 3040    LS5        22623017  -39.84  -23.36  2.50       Female     NA     NA
## 3041    LS5        22623017  -46.33  -79.90  2.58       Female     NA     NA
## 3042    LS5        22623017  -47.40  -48.01  2.67       Female     NA     NA
## 3043    LS5        22623017  -49.60  -36.17  2.75       Female     NA     NA
## 3044    LS5        22623017  -32.24  -45.06  2.83       Female     NA     NA
## 3045    LS5        22623017  -48.32  -32.45  2.92       Female     NA     NA
## 3046    LS5        22623017  -44.22  -60.70  3.00       Female     NA     NA
## 3047    LS5        22623017  -25.43  -32.76  3.08       Female     NA     NA
## 3048    LS5        22623017  -45.99  -45.99  3.17       Female     NA     NA
## 3049    LS5        22623017  -35.66  -39.32  3.25       Female     NA     NA
## 3050    LS5        22623017  -47.39  -42.51  3.33       Female     NA     NA
## 3051    LS5        22623017  -56.93  -38.01  3.42       Female     NA     NA
## 3052    LS5        22623017  -35.51  -50.77  3.50       Female     NA     NA
## 3053    LS5        22623017  -35.05  -43.59  3.58       Female     NA     NA
## 3054    LS5        22623017  -60.67  -57.01  3.67       Female     NA     NA
## 3055    LS5        22623017  -31.94  -31.33  3.75       Female     NA     NA
## 3056    LS5        22623017  -48.91  -39.14  3.83       Female     NA     NA
## 3057    LS5        22623017  -40.14  -45.63  3.92       Female     NA     NA
## 3058    LS5        22623017  -53.29  -34.37  4.00       Female     NA     NA
## 3059    LS5        22623017  -48.02  -41.30  4.08       Female     NA     NA
## 3060    LS5        22623017  -32.82  -40.76  4.17       Female     NA     NA
## 3061    LS5        22623017  -48.48  -32.00  4.25       Female     NA     NA
## 3062    LS5        22623017  -62.72  -35.86  4.33       Female     NA     NA
## 3063    LS5        22623017  -37.30  -54.39  4.42       Female     NA     NA
## 3064    LS5        22623017  -45.84  -33.02  4.50       Female     NA     NA
## 3065    LS5        22623017  -40.69  -28.49  4.58       Female     NA     NA
## 3066    LS5        22623017  -41.18  -33.85  4.67       Female     NA     NA
## 3067    LS5        22623017  -46.44  -31.79  4.75       Female     NA     NA
## 3068    LS5        22623017  -48.67  -41.96  4.83       Female     NA     NA
## 3069    LS5        22623017  -42.87  -78.88  4.92       Female     NA     NA
## 3070    LS5        22623019  -99.51  -41.53  5.00       Female     NA     NA
## 3071    LS5        22623019  -78.91  -31.91  5.08       Female     NA     NA
## 3072    LS5        22623019  -86.98  -47.32  5.17       Female     NA     NA
## 3073    LS5        22623019  -83.22  -45.97  5.25       Female     NA     NA
## 3074    LS5        22623019  -80.91  -49.13  5.33       Female     NA     NA
## 3075    LS5        22623019  -72.76  -40.98  5.42       Female     NA     NA
## 3076    LS5        22623019  -78.70  -38.41  5.50       Female     NA     NA
## 3077    LS5        22623019  -73.04  -41.90  5.58       Female     NA     NA
## 3078    LS5        22623019  -69.50  -56.69  5.67       Female     NA     NA
## 3079    LS5        22623019  -71.44  -41.05  5.75       Female     NA     NA
## 3080    LS5        22623019  -71.78  -46.77  5.83       Female     NA     NA
## 3081    LS5        22623019  -72.35  -47.34  5.92       Female     NA     NA
## 3082    LS5        22623019  -75.85  -45.34  6.00       Female     NA     NA
## 3083    LS5        22623019  -67.97  -47.22  6.08       Female     NA     NA
## 3084    LS5        22623019  -79.42  -49.50  6.17       Female     NA     NA
## 3085    LS5        22623019  -67.15  -52.50  6.25       Female     NA     NA
## 3086    LS5        22623019  -66.33  -46.17  6.33       Female     NA     NA
## 3087    LS5        22623019  -81.01  -52.94  6.42       Female     NA     NA
## 3088    LS5        22623019  -63.77  -43.64  6.50       Female     NA     NA
## 3089    LS5        22623019  -66.77  -33.84  6.58       Female     NA     NA
## 3090    LS5        22623019  -69.23  -50.31  6.67       Female     NA     NA
## 3091    LS5        22623019  -65.07  -53.48  6.75       Female     NA     NA
## 3092    LS5        22623019  -53.32  -50.91  6.83       Female     NA     NA
## 3093    LS5        22623019  -65.85  -45.72  6.92       Female     NA     NA
## 3094    LS5        22623019  -63.23  -46.18  7.00       Female     NA     NA
## 3095    LS5        22623019  -61.23  -42.93  7.08       Female     NA     NA
## 3096    LS5        22623019  -68.81  -52.33  7.17       Female     NA     NA
## 3097    LS5        22623019  -60.49  -39.73  7.25       Female     NA     NA
## 3098    LS5        22623019  -63.96  -39.57  7.33       Female     NA     NA
## 3099    LS5        22623019  -59.02  -66.36  7.42       Female     NA     NA
## 3100    LS5        22623019  -90.08  -32.11  7.50       Female     NA     NA
## 3101    LS5        22623019  -63.35  -47.50  7.58       Female     NA     NA
## 3102    LS5        22623019  -62.13  -67.03  7.67       Female     NA     NA
## 3103    LS5        22623019  -71.46  -39.12  7.75       Female     NA     NA
## 3104    LS5        22623019  -66.45  -35.33  7.83       Female     NA     NA
## 3105    LS5        22623019  -63.26  -32.73  7.92       Female     NA     NA
## 3106    LS5        22623019  -67.95  -50.86  8.00       Female     NA     NA
## 3107    LS5        22623019  -28.22  -58.73  8.08       Female     NA     NA
## 3108    LS5        22623019  -18.46   -6.24  8.17       Female     NA     NA
## 3109    LS5        22623019  -62.35  -61.14  8.25       Female     NA     NA
## 3110    LS5        22623019   -4.96  -55.64  8.33       Female     NA     NA
## 3111    LS5        22623019   -6.63   -5.42  8.42       Female     NA     NA
## 3112    LS5        22623019  -61.48  -46.25  8.50       Female     NA     NA
## 3113    LS5        22623019   -4.95  -67.83  8.58       Female     NA     NA
## 3114    LS5        22623019   -4.13  -20.62  8.67       Female     NA     NA
## 3115    LS5        22623019   -4.59   -3.35  8.75       Female     NA     NA
## 3116    LS5        22623019  -14.64  -42.11  8.83       Female     NA     NA
## 3117    LS5        22623019   -3.81  -54.46  8.92       Female     NA     NA
## 3118    LS5        22623019  -14.56  -56.07  9.00       Female     NA     NA
## 3119    LS5        22623019   -5.82  -11.92  9.08       Female     NA     NA
## 3120    LS5        22623019   -3.54  -49.93  9.17       Female     NA     NA
## 3121    LS5        22623019  -52.54   -6.77  9.25       Female     NA     NA
## 3122    LS5        22623019   -4.16  -60.95  9.33       Female     NA     NA
## 3123    LS5        22623019  -43.09   -8.33  9.42       Female     NA     NA
## 3124    LS5        22623019  -13.88  -41.35  9.50       Female     NA     NA
## 3125    LS5        22623019  -19.80  -52.16  9.58       Female     NA     NA
## 3126    LS5        22623019   -5.08  -26.41  9.67       Female     NA     NA
## 3127    LS5        22623019   -3.80  -41.62  9.75       Female     NA     NA
## 3128    LS5        22623019   -4.34  -54.38  9.83       Female     NA     NA
## 3129    LS5        22623019  -48.50  -40.57  9.92       Female     NA     NA
## 3130    LS5        22623020  -54.38  -38.51 10.00       Female     NA     NA
## 3131    LS5        22623020   -6.64  -54.25 10.08       Female     NA     NA
## 3132    LS5        22623020  -51.07  -38.25 10.17       Female     NA     NA
## 3133    LS5        22623020  -52.76  -41.77 10.25       Female     NA     NA
## 3134    LS5        22623020  -52.64  -31.28 10.33       Female     NA     NA
## 3135    LS5        22623020  -51.57  -31.42 10.42       Female     NA     NA
## 3136    LS5        22623020  -52.18  -46.07 10.50       Female     NA     NA
## 3137    LS5        22623020  -53.37  -44.21 10.58       Female     NA     NA
## 3138    LS5        22623020  -35.52  -69.70 10.67       Female     NA     NA
## 3139    LS5        22623020  -30.01  -32.46 10.75       Female     NA     NA
## 3140    LS5        22623020  -42.28  -42.28 10.83       Female     NA     NA
## 3141    LS5        22623020  -46.82  -39.49 10.92       Female     NA     NA
## 3142    LS5        22623020  -51.66  -36.40 11.00       Female     NA     NA
## 3143    LS5        22623020  -45.32  -28.84 11.08       Female     NA     NA
## 3144    LS5        22623020  -45.09  -28.61 11.17       Female     NA     NA
## 3145    LS5        22623020  -59.98  -36.18 11.25       Female     NA     NA
## 3146    LS5        22623020  -40.94  -35.45 11.33       Female     NA     NA
## 3147    LS5        22623020  -48.77  -33.52 11.42       Female     NA     NA
## 3148    LS5        22623020  -44.50  -37.79 11.50       Female     NA     NA
## 3149    LS5        22623020  -41.33  -33.40 11.58       Female     NA     NA
## 3150    LS5        22623020  -53.61  -30.42 11.67       Female     NA     NA
## 3151    LS5        22623020  -36.47  -47.45 11.75       Female     NA     NA
## 3152    LS5        22623020  -42.79  -42.79 11.83       Female     NA     NA
## 3153    LS5        22623020  -38.59  -22.11 11.92       Female     NA     NA
## 3154    LS5        22623020  -66.18  -35.05 12.00       Female     NA     NA
## 3155    LS5        22623020  -36.69  -37.91 12.08       Female     NA     NA
## 3156    LS5        22623020  -57.00  -61.88 12.17       Female     NA     NA
## 3157    LS5        22623020  -42.02  -35.30 12.25       Female     NA     NA
## 3158    LS5        22623020  -48.95  -33.69 12.33       Female     NA     NA
## 3159    LS5        22623020  -46.49  -42.83 12.42       Female     NA     NA
## 3160    LS5        22623020  -46.74  -40.02 12.50       Female     NA     NA
## 3161    LS5        22623020  -41.61  -37.34 12.58       Female     NA     NA
## 3162    LS5        22623020  -59.02  -30.33 12.67       Female     NA     NA
## 3163    LS5        22623020  -46.73  -44.29 12.75       Female     NA     NA
## 3164    LS5        22623020  -49.03  -38.04 12.83       Female     NA     NA
## 3165    LS5        22623020  -45.07  -41.41 12.92       Female     NA     NA
## 3166    LS5        22623020  -35.55  -42.88 13.00       Female     NA     NA
## 3167    LS5        22623020  -39.35  -49.12 13.08       Female     NA     NA
## 3168    LS5        22623020  -40.52  -38.08 13.17       Female     NA     NA
## 3169    LS5        22623020  -45.84  -30.58 13.25       Female     NA     NA
## 3170    LS5        22623020  -43.63  -35.09 13.33       Female     NA     NA
## 3171    LS5        22623020  -40.94  -37.28 13.42       Female     NA     NA
## 3172    LS5        22623020  -47.38  -41.28 13.50       Female     NA     NA
## 3173    LS5        22623020  -43.73  -30.91 13.58       Female     NA     NA
## 3174    LS5        22623020  -43.68  -54.66 13.67       Female     NA     NA
## 3175    LS5        22623020  -46.25  -26.11 13.75       Female     NA     NA
## 3176    LS5        22623020  -45.63  -40.75 13.83       Female     NA     NA
## 3177    LS5        22623020  -51.79  -35.92 13.92       Female     NA     NA
## 3178    LS5        22623020  -41.65  -44.70 14.00       Female     NA     NA
## 3179    LS5        22623020  -40.79  -52.99 14.08       Female     NA     NA
## 3180    LS5        22623020  -78.41  -27.14 14.17       Female     NA     NA
## 3181    LS5        22623020  -33.80  -43.57 14.25       Female     NA     NA
## 3182    LS5        22623020  -43.00  -41.17 14.33       Female     NA     NA
## 3183    LS5        22623020  -42.76  -35.44 14.42       Female     NA     NA
## 3184    LS5        22623020  -39.72  -39.72 14.50       Female     NA     NA
## 3185    LS5        22623020  -43.40  -50.11 14.58       Female     NA     NA
## 3186    LS5        22623020  -45.91  -53.85 14.67       Female     NA     NA
## 3187    LS5        22623020  -40.20  -35.32 14.75       Female     NA     NA
## 3188    LS5        22623020  -54.09  -46.76 14.83       Female     NA     NA
## 3189    LS5        22623021  -46.19  -55.36 14.92       Female     NA     NA
## 3190    LS5        22623021  -28.01  -48.76 15.00       Female     NA     NA
## 3191    LS5        22623021  -39.54  -40.75 15.08       Female     NA     NA
## 3192    LS5        22623021  -47.10  -45.28 15.17       Female     NA     NA
## 3193    LS5        22623021  -50.68  -49.45 15.25       Female     NA     NA
## 3194    LS5        22623021  -55.07  -57.50 15.33       Female     NA     NA
## 3195    LS5        22623021  -54.92  -39.66 15.42       Female     NA     NA
## 3196    LS5        22623021  -55.82  -24.69 15.50       Female     NA     NA
## 3197    LS5        22623021  -44.92  -39.45 15.58       Female     NA     NA
## 3198    LS5        22623021  -40.09  -48.63 15.67       Female     NA     NA
## 3199    LS5        22623021  -32.21  -46.27 15.75       Female     NA     NA
## 3200    LS5        22623021  -47.04  -42.77 15.83       Female     NA     NA
## 3201    LS5        22623021  -56.13  -75.67 15.92       Female     NA     NA
## 3202    LS5        22623021  -42.32  -38.67 16.00       Female     NA     NA
## 3203    LS5        22623021  -38.25  -44.36 16.08       Female     NA     NA
## 3204    LS5        22623021  -40.76  -43.19 16.17       Female     NA     NA
## 3205    LS5        22623021  -49.27  -41.32 16.25       Female     NA     NA
## 3206    LS5        22623021  -55.28  -41.84 16.33       Female     NA     NA
## 3207    LS5        22623021  -41.98  -45.62 16.42       Female     NA     NA
## 3208    LS5        22623021  -42.79  -47.64 16.50       Female     NA     NA
## 3209    LS5        22623021  -44.09  -48.96 16.58       Female     NA     NA
## 3210    LS5        22623021  -44.74  -50.82 16.67       Female     NA     NA
## 3211    LS5        22623021  -41.54  -40.92 16.75       Female     NA     NA
## 3212    LS5        22623021  -34.52  -38.12 16.83       Female     NA     NA
## 3213    LS5        22623021  -43.09  -39.41 16.92       Female     NA     NA
## 3214    LS5        22623021   -2.58  -51.39 17.00       Female     NA     NA
## 3215    LS5        22623021  -12.54  -45.49 17.08       Female     NA     NA
## 3216    LS5        22623021  -35.65  -36.28 17.17       Female     NA     NA
## 3217    LS5        22623021  -40.18  -71.89 17.25       Female     NA     NA
## 3218    LS5        22623021  -43.59  -32.56 17.33       Female     NA     NA
## 3219    LS5        22623021  -37.43  -53.29 17.42       Female     NA     NA
## 3220    LS5        22623021  -40.83  -40.83 17.50       Female     NA     NA
## 3221    LS5        22623021   -6.61  -37.72 17.58       Female     NA     NA
## 3222    LS5        22623021  -30.42  -31.62 17.67       Female     NA     NA
## 3223    LS5        22623021  -38.03  -52.05 17.75       Female     NA     NA
## 3224    LS5        22623021  -51.79  -31.64 17.83       Female     NA     NA
## 3225    LS5        22623021  -53.26  -25.80 17.92       Female     NA     NA
## 3226    LS5        22623021  -53.20  -26.96 18.00       Female     NA     NA
## 3227    LS5        22623021  -38.74  -43.61 18.08       Female     NA     NA
## 3228    LS5        22623021  -42.20  -45.85 18.17       Female     NA     NA
## 3229    LS5        22623021  -41.88  -30.28 18.25       Female     NA     NA
## 3230    LS5        22623021  -71.04  -33.21 18.33       Female     NA     NA
## 3231    LS5        22623021  -41.73  -56.38 18.42       Female     NA     NA
## 3232    LS5        22623021   -6.34  -58.84 18.50       Female     NA     NA
## 3233    LS5        22623021  -48.40  -47.79 18.58       Female     NA     NA
## 3234    LS5        22623021  -52.89  -29.09 18.67       Female     NA     NA
## 3235    LS5        22623021  -48.44  -33.81 18.75       Female     NA     NA
## 3236    LS5        22623021   -2.15  -65.64 18.83       Female     NA     NA
## 3237    LS5        22623021  -35.90  -38.94 18.92       Female     NA     NA
## 3238    LS5        22623021  -40.19  -46.91 19.00       Female     NA     NA
## 3239    LS5        22623021  -51.84  -29.26 19.08       Female     NA     NA
## 3240    LS5        22623021  -40.75  -51.74 19.17       Female     NA     NA
## 3241    LS5        22623021  -52.21  -38.18 19.25       Female     NA     NA
## 3242    LS5        22623021  -45.16  -37.85 19.33       Female     NA     NA
## 3243    LS5        22623021  -13.80  -51.63 19.42       Female     NA     NA
## 3244    LS5        22623021  -42.14  -32.37 19.50       Female     NA     NA
## 3245    LS5        22623021  -46.69  -38.77 19.58       Female     NA     NA
## 3246    LS5        22623021  -34.86  -62.30 19.67       Female     NA     NA
## 3247    LS5        22623021  -37.93  -39.74 19.75       Female     NA     NA
## 3248    LS5        22623021  -45.30  -33.10 19.83       Female     NA     NA
## 3249    LS5        22623022  -33.90  -54.04 19.92       Female     NA     NA
## 3250    LS5        22623022  -41.58  -59.89 20.00       Female     NA     NA
## 3251    LS5        22623022  -48.29  -53.17 20.08       Female     NA     NA
## 3252    LS5        22623022  -46.23  -34.02 20.17       Female     NA     NA
## 3253    LS5        22623022   -5.13  -50.29 20.25       Female     NA     NA
## 3254    LS5        22623022  -56.94  -58.16 20.33       Female     NA     NA
## 3255    LS5        22623022  -41.71  -42.93 20.42       Female     NA     NA
## 3256    LS5        22623022  -37.55  -36.32 20.50       Female     NA     NA
## 3257    LS5        22623022  -38.36  -43.25 20.58       Female     NA     NA
## 3258    LS5        22623022  -51.84  -49.40 20.67       Female     NA     NA
## 3259    LS5        22623022   -6.54  -49.27 20.75       Female     NA     NA
## 3260    LS5        22623022  -39.50  -40.72 20.83       Female     NA     NA
## 3261    LS5        22623022  -53.10  -43.33 20.92       Female     NA     NA
## 3262    LS5        22623022  -48.04  -40.71 21.00       Female     NA     NA
## 3263    LS5        22623022  -34.34  -55.70 21.08       Female     NA     NA
## 3264    LS5        22623022  -40.63  -46.13 21.17       Female     NA     NA
## 3265    LS5        22623022  -45.96  -46.58 21.25       Female     NA     NA
## 3266    LS5        22623022  -41.29  -37.02 21.33       Female     NA     NA
## 3267    LS5        22623022  -26.05  -41.31 21.42       Female     NA     NA
## 3268    LS5        22623022  -14.61  -33.53 21.50       Female     NA     NA
## 3269    LS5        22623022  -55.03  -51.37 21.58       Female     NA     NA
## 3270    LS5        22623022  -47.59  -38.43 21.67       Female     NA     NA
## 3271    LS5        22623022  -57.72  -40.02 21.75       Female     NA     NA
## 3272    LS5        22623022  -52.84  -35.75 21.83       Female     NA     NA
## 3273    LS5        22623022  -49.91  -41.97 21.92       Female     NA     NA
## 3274    LS5        22623022  -46.67  -40.57 22.00       Female     NA     NA
## 3275    LS5        22623022  -42.78  -39.12 22.08       Female     NA     NA
## 3276    LS5        22623022  -54.48  -28.85 22.17       Female     NA     NA
## 3277    LS5        22623022  -39.46  -48.61 22.25       Female     NA     NA
## 3278    LS5        22623022  -55.69  -57.52 22.33       Female     NA     NA
## 3279    LS5        22623022  -45.72  -45.11 22.42       Female     NA     NA
## 3280    LS5        22623022  -15.21  -41.46 22.50       Female     NA     NA
## 3281    LS5        22623022  -35.41  -53.72 22.58       Female     NA     NA
## 3282    LS5        22623022   -5.65  -33.72 22.67       Female     NA     NA
## 3283    LS5        22623022  -17.66   -4.85 22.75       Female     NA     NA
## 3284    LS5        22623022   -7.24  -23.11 22.83       Female     NA     NA
## 3285    LS5        22623022  -51.64  -47.37 22.92       Female     NA     NA
## 3286    LS5        22623022   -2.89  -40.12 23.00       Female     NA     NA
## 3287    LS5        22623022  -34.00  -51.70 23.08       Female     NA     NA
## 3288    LS5        22623022  -44.74  -42.30 23.17       Female     NA     NA
## 3289    LS5        22623022  -46.20  -50.47 23.25       Female     NA     NA
## 3290    LS5        22623022  -42.63  -49.95 23.33       Female     NA     NA
## 3291    LS5        22623022  -42.52  -45.57 23.42       Female     NA     NA
## 3292    LS5        22623022  -65.51  -36.22 23.50       Female     NA     NA
## 3293    LS5        22623022   -3.05   -5.49 23.58       Female     NA     NA
## 3294    LS5        22623022   -3.84   -2.62 23.67       Female     NA     NA
## 3295    LS5        22623022  -44.41  -48.68 23.75       Female     NA     NA
## 3296    LS5        22623022   -3.22  -45.34 23.83       Female     NA     NA
## 3297    LS5        22623022  -14.62  -42.09 23.92       Female     NA     NA
## 3298    LS5        22623022  -44.76  -39.88 24.00       Female     NA     NA
## 3299    LS5        22623022   -2.17  -44.90 24.08       Female     NA     NA
## 3300    LS5        22623022  -47.22  -59.43 24.17       Female     NA     NA
## 3301    LS5        22623022  -37.05  -51.70 24.25       Female     NA     NA
## 3302    LS5        22623022  -45.27  -73.96 24.33       Female     NA     NA
## 3303    LS5        22623022   -9.68  -56.06 24.42       Female     NA     NA
## 3304    LS5        22623022  -47.88  -36.89 24.50       Female     NA     NA
## 3305    LS5        22623022  -54.65  -40.62 24.58       Female     NA     NA
## 3306    LS5        22623022  -42.36  -32.59 24.67       Female     NA     NA
## 3307    LS5        22623022  -32.98  -39.08 24.75       Female     NA     NA
## 3308    LS5        22623022  -52.16  -33.85 24.83       Female     NA     NA
## 3309    LS5        22623023  -36.01  -37.23 24.92       Female     NA     NA
## 3310    LS5        22623023  -38.47  -62.88 25.00       Female     NA     NA
## 3311    LS5        22623023  -50.38  -25.97 25.08       Female     NA     NA
## 3312    LS5        22623023  -30.52  -38.45 25.17       Female     NA     NA
## 3313    LS5        22623023   -3.45  -41.90 25.25       Female     NA     NA
## 3314    LS5        22623023  -33.62  -45.22 25.33       Female     NA     NA
## 3315    LS5        22623023  -41.66  -36.16 25.42       Female     NA     NA
## 3316    LS5        22623023  -40.99  -42.82 25.50       Female     NA     NA
## 3317    LS5        22623023  -38.50  -40.33 25.58       Female     NA     NA
## 3318    LS5        22623023  -39.54  -48.69 25.67       Female     NA     NA
## 3319    LS5        22623023  -40.83  -34.12 25.75       Female     NA     NA
## 3320    LS5        22623023  -47.12  -50.17 25.83       Female     NA     NA
## 3321    LS5        22623023  -45.33  -42.89 25.92       Female     NA     NA
## 3322    LS5        22623023  -47.74  -53.85 26.00       Female     NA     NA
## 3323    LS5        22623023  -52.49  -43.95 26.08       Female     NA     NA
## 3324    LS5        22623023  -57.09  -37.55 26.17       Female     NA     NA
## 3325    LS5        22623023  -43.15  -37.65 26.25       Female     NA     NA
## 3326    LS5        22623023  -36.48  -43.19 26.33       Female     NA     NA
## 3327    LS5        22623023  -35.95  -38.39 26.42       Female     NA     NA
## 3328    LS5        22623023  -42.42  -31.43 26.50       Female     NA     NA
## 3329    LS5        22623023  -63.68  -37.44 26.58       Female     NA     NA
## 3330    LS5        22623023  -45.45  -32.03 26.67       Female     NA     NA
## 3331    LS5        22623023  -19.86  -37.56 26.75       Female     NA     NA
## 3332    LS5        22623023  -26.32  -33.03 26.83       Female     NA     NA
## 3333    LS5        22623023  -56.69  -39.60 26.92       Female     NA     NA
## 3334    LS5        22623023  -47.90  -36.92 27.00       Female     NA     NA
## 3335    LS5        22623023  -33.14  -42.90 27.08       Female     NA     NA
## 3336    LS5        22623023  -49.36  -31.66 27.17       Female     NA     NA
## 3337    LS5        22623023  -38.18  -54.05 27.25       Female     NA     NA
## 3338    LS5        22623023   -5.12  -41.13 27.33       Female     NA     NA
## 3339    LS5        22623023  -39.89  -51.48 27.42       Female     NA     NA
## 3340    LS5        22623023  -48.97  -40.43 27.50       Female     NA     NA
## 3341    LS5        22623023  -37.83  -51.87 27.58       Female     NA     NA
## 3342    LS5        22623023  -12.14  -50.59 27.67       Female     NA     NA
## 3343    LS5        22623023  -33.57  -37.84 27.75       Female     NA     NA
## 3344    LS5        22623023   -2.84  -46.78 27.83       Female     NA     NA
## 3345    LS5        22623023  -51.04  -46.15 27.92       Female     NA     NA
## 3346    LS5        22623023  -46.01  -29.53 28.00       Female     NA     NA
## 3347    LS5        22623023  -44.51  -32.91 28.08       Female     NA     NA
## 3348    LS5        22623023  -55.60  -47.67 28.17       Female     NA     NA
## 3349    LS5        22623023  -47.08  -34.26 28.25       Female     NA     NA
## 3350    LS5        22623023  -37.88  -32.99 28.33       Female     NA     NA
## 3351    LS5        22623023  -32.72  -38.21 28.42       Female     NA     NA
## 3352    LS5        22623023  -32.92  -48.18 28.50       Female     NA     NA
## 3353    LS5        22623023   -3.29  -53.33 28.58       Female     NA     NA
## 3354    LS5        22623023  -34.77  -35.99 28.67       Female     NA     NA
## 3355    LS5        22623023  -46.42  -34.83 28.75       Female     NA     NA
## 3356    LS5        22623023  -36.83  -31.94 28.83       Female     NA     NA
## 3357    LS5        22623023  -31.82  -37.92 28.92       Female     NA     NA
## 3358    LS5        22623023  -60.09  -38.12 29.00       Female     NA     NA
## 3359    LS5        22623023  -41.23  -43.07 29.08       Female     NA     NA
## 3360    LS5        22623023  -33.21  -46.03 29.17       Female     NA     NA
## 3361    LS5        22623023  -29.01  -38.78 29.25       Female     NA     NA
## 3362    LS5        22623023  -39.57  -24.92 29.33       Female     NA     NA
## 3363    LS5        22623023  -42.30  -44.74 29.42       Female     NA     NA
## 3364    LS5        22623023  -32.12  -43.10 29.50       Female     NA     NA
## 3365    LS5        22623023  -43.09  -41.87 29.58       Female     NA     NA
## 3366    LS5        22623023  -42.02  -29.20 29.67       Female     NA     NA
## 3367    LS5        22623023  -32.97  -45.17 29.75       Female     NA     NA
## 3368    LS5        22623023  -46.58  -36.82 29.83       Female     NA     NA
## 3369    LS5        22623023  -32.69  -35.74 29.92       Female     NA     NA
## 3370    LS5        22623023  -35.12  -39.39 30.00       Female     NA     NA
## 3371    LS5        22623024  -44.13  -52.68 30.08       Female     NA     NA
## 3372    LS5        22623024  -34.35  -42.28 30.17       Female     NA     NA
## 3373    LS5        22623024  -26.67  -42.54 30.25       Female     NA     NA
## 3374    LS5        22623024  -33.78  -51.48 30.33       Female     NA     NA
## 3375    LS5        22623024  -37.57  -43.07 30.42       Female     NA     NA
## 3376    LS5        22623024  -30.42  -35.91 30.50       Female     NA     NA
## 3377    LS5        22623024  -53.81  -35.50 30.58       Female     NA     NA
## 3378    LS5        22623024  -30.84  -38.16 30.67       Female     NA     NA
## 3379    LS5        22623024  -29.70  -16.88 30.75       Female     NA     NA
## 3380    LS5        22623024  -30.28  -34.56 30.83       Female     NA     NA
## 3381    LS5        22623024   -5.18  -36.92 30.92       Female     NA     NA
## 3382    LS5        22623024  -45.09  -29.84 31.00       Female     NA     NA
## 3383    LS5        22623024  -26.26  -34.81 31.08       Female     NA     NA
## 3384    LS5        22623024  -38.32  -61.51 31.17       Female     NA     NA
## 3385    LS5        22623024  -31.91  -31.30 31.25       Female     NA     NA
## 3386    LS5        22623024  -15.43  -58.15 31.33       Female     NA     NA
## 3387    LS5        22623024  -29.02  -32.68 31.42       Female     NA     NA
## 3388    LS5        22623024  -30.40  -31.62 31.50       Female     NA     NA
## 3389    LS5        22623024   -3.58   -1.14 31.58       Female     NA     NA
## 3390    LS5        22623024  -15.87  -35.40 31.67       Female     NA     NA
## 3391    LS5        22623024  -17.14  -31.79 31.75       Female     NA     NA
## 3392    LS5        22623024   -3.62  -56.72 31.83       Female     NA     NA
## 3393    LS5        22623024  -28.50  -37.65 31.92       Female     NA     NA
## 3394    LS5        22623024  -31.26  -52.01 32.00       Female     NA     NA
## 3395    LS5        22623024  -42.05  -39.00 32.08       Female     NA     NA
## 3396    LS5        22623024  -35.45  -36.06 32.17       Female     NA     NA
## 3397    LS5        22623024  -36.32  -36.93 32.25       Female     NA     NA
## 3398    LS5        22623024  -38.01  -38.62 32.33       Female     NA     NA
## 3399    LS5        22623024   -4.76  -40.77 32.42       Female     NA     NA
## 3400    LS5        22623024  -41.49  -32.34 32.50       Female     NA     NA
## 3401    LS5        22623024  -33.88  -35.71 32.58       Female     NA     NA
## 3402    LS5        22623024   -4.91  -36.04 32.67       Female     NA     NA
## 3403    LS5        22623024  -34.18  -28.69 32.75       Female     NA     NA
## 3404    LS5        22623024   -4.33  -11.65 32.83       Female     NA     NA
## 3405    LS5        22623024   -3.07  -39.69 32.92       Female     NA     NA
## 3406    LS5        22623024   -3.94  -30.80 33.00       Female     NA     NA
## 3407    LS5        22623024  -22.95  -24.78 33.08       Female     NA     NA
## 3408    LS5        22623024  -33.96  -37.63 33.17       Female     NA     NA
## 3409    LS5        22623024  -30.93  -21.78 33.25       Female     NA     NA
## 3410    LS5        22623024   -5.48  -25.62 33.33       Female     NA     NA
## 3411    LS5        22623024   -3.83  -34.35 33.42       Female     NA     NA
## 3412    LS5        22623024  -29.13  -35.23 33.50       Female     NA     NA
## 3413    LS5        22623024  -10.25  -20.63 33.58       Female     NA     NA
## 3414    LS5        22623024   -5.47  -32.93 33.67       Female     NA     NA
## 3415    LS5        22623024   -5.56  -44.63 33.75       Female     NA     NA
## 3416    LS5        22623024   -3.74  -29.38 33.83       Female     NA     NA
## 3417    LS5        22623024   -4.80  -32.27 33.92       Female     NA     NA
## 3418    LS5        22623024   -4.07  -30.93 34.00       Female     NA     NA
## 3419    LS5        22623024  -23.93  -37.97 34.08       Female     NA     NA
## 3420    LS5        22623024  -14.59  -29.85 34.17       Female     NA     NA
## 3421    LS5        22623024  -31.41  -38.73 34.25       Female     NA     NA
## 3422    LS5        22623024   -3.83  -40.45 34.33       Female     NA     NA
## 3423    LS5        22623024   -5.58  -40.37 34.42       Female     NA     NA
## 3424    LS5        22623024   -9.02  -43.20 34.50       Female     NA     NA
## 3425    LS5        22623024   -6.51  -44.96 34.58       Female     NA     NA
## 3426    LS5        22623024  -31.58  -35.85 34.67       Female     NA     NA
## 3427    LS5        22623024  -14.40  -23.55 34.75       Female     NA     NA
## 3428    LS5        22623024  -24.84  -27.28 34.83       Female     NA     NA
## 3429    LS5        22623024   -5.05  -31.30 34.92       Female     NA     NA
## 3430    LS5        22623024   -3.22  -17.87 35.00       Female     NA     NA
## 3431    LS5        22623025   -1.74  -32.87 35.08       Female     NA     NA
## 3432    LS5        22623025   -3.16   -6.82 35.17       Female     NA     NA
## 3433    LS5        22623025  -29.96  -34.23 35.25       Female     NA     NA
## 3434    LS5        22623025  -14.66  -20.76 35.33       Female     NA     NA
## 3435    LS5        22623025  -31.15  -57.39 35.42       Female     NA     NA
## 3436    LS5        22623025   -2.68  -14.28 35.50       Female     NA     NA
## 3437    LS5        22623025   -9.41   -5.74 35.58       Female     NA     NA
## 3438    LS5        22623025   -5.43   -9.70 35.67       Female     NA     NA
## 3439    LS5        22623025  -34.50  -28.40 35.75       Female     NA     NA
## 3440    LS5        22623025   -5.10  -24.02 35.83       Female     NA     NA
## 3441    LS5        22623025   -3.87  -11.80 35.92       Female     NA     NA
## 3442    LS5        22623025  -17.45  -17.45 36.00       Female     NA     NA
## 3443    LS5        22623025  -15.03  -28.46 36.08       Female     NA     NA
## 3444    LS5        22623025   -9.67   -8.45 36.17       Female     NA     NA
## 3445    LS5        22623025  -35.64   -8.18 36.25       Female     NA     NA
## 3446    LS5        22623025   -1.03   -1.64 36.33       Female     NA     NA
## 3447    LS5        22623025   -2.19   -4.02 36.42       Female     NA     NA
## 3448    LS5        22623025  -17.95  -21.00 36.50       Female     NA     NA
## 3449    LS5        22623025   -9.27   -2.56 36.58       Female     NA     NA
## 3450    LS5        22623025  -32.84  -36.50 36.67       Female     NA     NA
## 3451    LS5        22623025  -26.17  -34.72 36.75       Female     NA     NA
## 3452    LS5        22623025  -13.60  -47.17 36.83       Female     NA     NA
## 3453    LS5        22623025  -31.56   -6.53 36.92       Female     NA     NA
## 3454    LS5        22623025   -9.14   -5.48 37.00       Female     NA     NA
## 3455    LS5        22623025   -8.71  -35.56 37.08       Female     NA     NA
## 3456    LS5        22623025   -2.58   -2.58 37.17       Female     NA     NA
## 3457    LS5        22623025   -4.86   -4.86 37.25       Female     NA     NA
## 3458    LS5        22623025   -0.08  -36.70 37.33       Female     NA     NA
## 3459    LS5        22623025   -9.96   -6.91 37.42       Female     NA     NA
## 3460    LS5        22623025   -6.08  -10.96 37.50       Female     NA     NA
## 3461    LS5        22623025  -11.78  -53.89 37.58       Female     NA     NA
## 3462    LS5        22623025   -3.03   -3.64 37.67       Female     NA     NA
## 3463    LS5        22623025   -1.75   -8.46 37.75       Female     NA     NA
## 3464    LS5        22623025   -4.81  -10.30 37.83       Female     NA     NA
## 3465    LS5        22623025   -3.16   -4.38 37.92       Female     NA     NA
## 3466    LS5        22623025   -4.82   -4.21 38.00       Female     NA     NA
## 3467    LS5        22623025   -4.61  -12.55 38.08       Female     NA     NA
## 3468    LS5        22623025   -4.97   -3.75 38.17       Female     NA     NA
## 3469    LS5        22623025   -7.01  -17.39 38.25       Female     NA     NA
## 3470    LS5        22623025   -3.54   -5.37 38.33       Female     NA     NA
## 3471    LS5        22623025  -17.29   -9.96 38.42       Female     NA     NA
## 3472    LS5        22623025   -4.78  -14.54 38.50       Female     NA     NA
## 3473    LS5        22623025   -2.87  -28.51 38.58       Female     NA     NA
## 3474    LS5        22623025   -3.11   -4.34 38.67       Female     NA     NA
## 3475    LS5        22623025   -3.43  -31.50 38.75       Female     NA     NA
## 3476    LS5        22623025  -12.44  -36.24 38.83       Female     NA     NA
## 3477    LS5        22623025  -27.18  -15.58 38.92       Female     NA     NA
## 3478    LS5        22623025   -7.37  -21.41 39.00       Female     NA     NA
## 3479    LS5        22623025   -3.82  -16.03 39.08       Female     NA     NA
## 3480    LS5        22623025   -2.89  -34.63 39.17       Female     NA     NA
## 3481    LS5        22623025   -7.91  -35.98 39.25       Female     NA     NA
## 3482    LS5        22623025   -9.60   -5.33 39.33       Female     NA     NA
## 3483    LS5        22623025  -10.01   -5.74 39.42       Female     NA     NA
## 3484    LS5        22623025  -20.12  -26.84 39.50       Female     NA     NA
## 3485    LS5        22623025   -2.06  -28.30 39.58       Female     NA     NA
## 3486    LS5        22623025   -4.42   -7.47 39.67       Female     NA     NA
## 3487    LS5        22623025   -4.35  -53.79 39.75       Female     NA     NA
## 3488    LS5        22623025   -4.82  -39.00 39.83       Female     NA     NA
## 3489    LS5        22623025   -5.23  -14.39 39.92       Female     NA     NA
## 3490    LS5        22623025   -4.51  -35.64 40.00       Female     NA     NA
## 3491    LS6        22708002  -21.95  -24.40  0.00       Female     NA     NA
## 3492    LS6        22708002  -15.05  -38.86  0.08       Female     NA     NA
## 3493    LS6        22708002  -24.57  -14.19  0.17       Female     NA     NA
## 3494    LS6        22708002  -28.53  -22.43  0.25       Female     NA     NA
## 3495    LS6        22708002  -26.50  -13.68  0.33       Female     NA     NA
## 3496    LS6        22708002  -23.91  -23.91  0.42       Female     NA     NA
## 3497    LS6        22708002  -28.84  -15.41  0.50       Female     NA     NA
## 3498    LS6        22708002  -49.90  -14.50  0.58       Female     NA     NA
## 3499    LS6        22708002  -20.74  -19.52  0.67       Female     NA     NA
## 3500    LS6        22708002  -11.58  -46.37  0.75       Female     NA     NA
## 3501    LS6        22708002  -21.34  -40.88  0.83       Female     NA     NA
## 3502    LS6        22708002  -23.57  -29.06  0.92       Female     NA     NA
## 3503    LS6        22708002  -20.38  -24.66  1.00       Female     NA     NA
## 3504    LS6        22708002  -39.18  -16.60  1.08       Female     NA     NA
## 3505    LS6        22708002  -47.27  -17.36  1.17       Female     NA     NA
## 3506    LS6        22708002  -19.87  -13.77  1.25       Female     NA     NA
## 3507    LS6        22708002  -55.03  -12.31  1.33       Female     NA     NA
## 3508    LS6        22708002  -19.65  -17.21  1.42       Female     NA     NA
## 3509    LS6        22708002  -21.80  -30.35  1.50       Female     NA     NA
## 3510    LS6        22708002  -11.31  -48.54  1.58       Female     NA     NA
## 3511    LS6        22708002  -35.54  -12.35  1.67       Female     NA     NA
## 3512    LS6        22708002  -26.75  -34.68  1.75       Female     NA     NA
## 3513    LS6        22708002  -36.13  -42.23  1.83       Female     NA     NA
## 3514    LS6        22708002  -37.37  -19.67  1.92       Female     NA     NA
## 3515    LS6        22708002  -17.26  -19.70  2.00       Female     NA     NA
## 3516    LS6        22708002  -35.75  -22.32  2.08       Female     NA     NA
## 3517    LS6        22708002  -12.76  -38.40  2.17       Female     NA     NA
## 3518    LS6        22708002  -56.37  -48.43  2.25       Female     NA     NA
## 3519    LS6        22708002  -28.06  -58.58  2.33       Female     NA     NA
## 3520    LS6        22708002  -38.90  -17.54  2.42       Female     NA     NA
## 3521    LS6        22708002  -12.26  -82.45  2.50       Female     NA     NA
## 3522    LS6        22708002  -39.78  -14.15  2.58       Female     NA     NA
## 3523    LS6        22708002  -11.30  -43.65  2.67       Female     NA     NA
## 3524    LS6        22708002  -28.09  -57.38  2.75       Female     NA     NA
## 3525    LS6        22708002  -41.94  -61.47  2.83       Female     NA     NA
## 3526    LS6        22708002  -41.30  -53.50  2.92       Female     NA     NA
## 3527    LS6        22708002  -46.26  -12.08  3.00       Female     NA     NA
## 3528    LS6        22708002  -20.30  -28.85  3.08       Female     NA     NA
## 3529    LS6        22708002  -44.53  -10.96  3.17       Female     NA     NA
## 3530    LS6        22708002  -33.52  -46.95  3.25       Female     NA     NA
## 3531    LS6        22708002  -44.06  -19.04  3.33       Female     NA     NA
## 3532    LS6        22708002  -32.29  -15.82  3.42       Female     NA     NA
## 3533    LS6        22708002  -20.20  -27.53  3.50       Female     NA     NA
## 3534    LS6        22708002  -33.42  -12.05  3.58       Female     NA     NA
## 3535    LS6        22708002  -20.34  -17.90  3.67       Female     NA     NA
## 3536    LS6        22708002  -25.26  -41.13  3.75       Female     NA     NA
## 3537    LS6        22708002  -19.77  -30.76  3.83       Female     NA     NA
## 3538    LS6        22708002  -45.43  -27.12  3.92       Female     NA     NA
## 3539    LS6        22708002   -9.12  -37.81  4.00       Female     NA     NA
## 3540    LS6        22708002  -44.94  -21.75  4.08       Female     NA     NA
## 3541    LS6        22708002  -16.00  -57.51  4.17       Female     NA     NA
## 3542    LS6        22708002  -44.65  -13.52  4.25       Female     NA     NA
## 3543    LS6        22708002  -50.25  -19.73  4.33       Female     NA     NA
## 3544    LS6        22708002  -32.52  -35.57  4.42       Female     NA     NA
## 3545    LS6        22708002  -50.95  -49.73  4.50       Female     NA     NA
## 3546    LS6        22708002  -29.75  -13.28  4.58       Female     NA     NA
## 3547    LS6        22708002  -41.12  -15.48  4.67       Female     NA     NA
## 3548    LS6        22708002  -35.05  -13.69  4.75       Female     NA     NA
## 3549    LS6        22708002  -18.01  -11.91  4.83       Female     NA     NA
## 3550    LS6        22708002  -25.71  -56.22  4.92       Female     NA     NA
## 3551    LS6        22708002  -11.76  -33.12  5.00       Female     NA     NA
## 3552    LS6        22708004  -65.03  -25.97  5.08       Female     NA     NA
## 3553    LS6        22708004  -33.62  -34.84  5.17       Female     NA     NA
## 3554    LS6        22708004  -36.57  -29.85  5.25       Female     NA     NA
## 3555    LS6        22708004  -44.06  -54.44  5.33       Female     NA     NA
## 3556    LS6        22708004  -67.42  -17.98  5.42       Female     NA     NA
## 3557    LS6        22708004  -18.15  -48.67  5.50       Female     NA     NA
## 3558    LS6        22708004  -37.53  -77.81  5.58       Female     NA     NA
## 3559    LS6        22708004  -36.41  -38.25  5.67       Female     NA     NA
## 3560    LS6        22708004  -43.55  -35.01  5.75       Female     NA     NA
## 3561    LS6        22708004  -62.72  -70.66  5.83       Female     NA     NA
## 3562    LS6        22708004  -37.30  -55.61  5.92       Female     NA     NA
## 3563    LS6        22708004  -11.65  -70.24  6.00       Female     NA     NA
## 3564    LS6        22708004  -27.43  -20.11  6.08       Female     NA     NA
## 3565    LS6        22708004  -51.66  -70.59  6.17       Female     NA     NA
## 3566    LS6        22708004  -25.95  -52.19  6.25       Female     NA     NA
## 3567    LS6        22708004  -11.87  -53.37  6.33       Female     NA     NA
## 3568    LS6        22708004  -44.91  -16.84  6.42       Female     NA     NA
## 3569    LS6        22708004  -39.13  -27.54  6.50       Female     NA     NA
## 3570    LS6        22708004  -41.81  -11.90  6.58       Female     NA     NA
## 3571    LS6        22708004  -37.03  -12.61  6.67       Female     NA     NA
## 3572    LS6        22708004  -11.06  -33.64  6.75       Female     NA     NA
## 3573    LS6        22708004  -22.36  -33.34  6.83       Female     NA     NA
## 3574    LS6        22708004  -46.87  -78.61  6.92       Female     NA     NA
## 3575    LS6        22708004  -12.27  -57.44  7.00       Female     NA     NA
## 3576    LS6        22708004  -62.95  -23.88  7.08       Female     NA     NA
## 3577    LS6        22708004  -24.76  -63.82  7.17       Female     NA     NA
## 3578    LS6        22708004  -20.37  -13.66  7.25       Female     NA     NA
## 3579    LS6        22708004  -12.53  -49.76  7.33       Female     NA     NA
## 3580    LS6        22708004  -12.49  -32.03  7.42       Female     NA     NA
## 3581    LS6        22708004  -20.38  -78.37  7.50       Female     NA     NA
## 3582    LS6        22708004  -32.61  -30.78  7.58       Female     NA     NA
## 3583    LS6        22708004  -42.54  -32.77  7.67       Female     NA     NA
## 3584    LS6        22708004  -18.17  -35.26  7.75       Female     NA     NA
## 3585    LS6        22708004  -13.92  -70.68  7.83       Female     NA     NA
## 3586    LS6        22708004  -40.11  -45.00  7.92       Female     NA     NA
## 3587    LS6        22708004  -45.08  -15.78  8.00       Female     NA     NA
## 3588    LS6        22708004  -64.58  -37.11  8.08       Female     NA     NA
## 3589    LS6        22708004  -28.57  -68.24  8.17       Female     NA     NA
## 3590    LS6        22708004  -31.93  -37.42  8.25       Female     NA     NA
## 3591    LS6        22708004  -51.33  -29.97  8.33       Female     NA     NA
## 3592    LS6        22708004  -16.68  -38.65  8.42       Female     NA     NA
## 3593    LS6        22708004  -55.87  -29.01  8.50       Female     NA     NA
## 3594    LS6        22708004  -14.62  -14.01  8.58       Female     NA     NA
## 3595    LS6        22708004  -36.10  -50.14  8.67       Female     NA     NA
## 3596    LS6        22708004  -37.12  -12.71  8.75       Female     NA     NA
## 3597    LS6        22708004  -13.61  -50.84  8.83       Female     NA     NA
## 3598    LS6        22708004  -40.27  -41.49  8.92       Female     NA     NA
## 3599    LS6        22708004  -17.11  -28.09  9.00       Female     NA     NA
## 3600    LS6        22708004  -15.43  -27.64  9.08       Female     NA     NA
## 3601    LS6        22708004  -10.21  -67.59  9.17       Female     NA     NA
## 3602    LS6        22708004  -35.78  -30.89  9.25       Female     NA     NA
## 3603    LS6        22708004  -60.19  -32.12  9.33       Female     NA     NA
## 3604    LS6        22708004  -44.20  -13.07  9.42       Female     NA     NA
## 3605    LS6        22708004  -37.26  -37.87  9.50       Female     NA     NA
## 3606    LS6        22708004  -17.39  -37.53  9.58       Female     NA     NA
## 3607    LS6        22708004  -26.39  -41.04  9.67       Female     NA     NA
## 3608    LS6        22708004  -19.17  -37.48  9.75       Female     NA     NA
## 3609    LS6        22708004  -24.91  -27.35  9.83       Female     NA     NA
## 3610    LS6        22708004  -99.42  -17.63  9.92       Female     NA     NA
## 3611    LS6        22708004  -21.04  -42.40 10.00       Female     NA     NA
## 3612    LS6        22708005  -39.08  -14.66 10.08       Female     NA     NA
## 3613    LS6        22708005  -47.13  -16.01 10.17       Female     NA     NA
## 3614    LS6        22708005  -39.44  -32.12 10.25       Female     NA     NA
## 3615    LS6        22708005  -66.46  -41.42 10.33       Female     NA     NA
## 3616    LS6        22708005  -42.75  -75.70 10.42       Female     NA     NA
## 3617    LS6        22708005  -32.06  -19.87 10.50       Female     NA     NA
## 3618    LS6        22708005  -25.99  -18.07 10.58       Female     NA     NA
## 3619    LS6        22708005   -9.96  -38.04 10.67       Female     NA     NA
## 3620    LS6        22708005  -46.94  -37.20 10.75       Female     NA     NA
## 3621    LS6        22708005  -36.68  -57.43 10.83       Female     NA     NA
## 3622    LS6        22708005  -23.75  -19.47 10.92       Female     NA     NA
## 3623    LS6        22708005  -62.64  -27.86 11.00       Female     NA     NA
## 3624    LS6        22708005  -23.33  -21.50 11.08       Female     NA     NA
## 3625    LS6        22708005  -58.61  -55.56 11.17       Female     NA     NA
## 3626    LS6        22708005  -13.51  -66.62 11.25       Female     NA     NA
## 3627    LS6        22708005  -21.60  -42.97 11.33       Female     NA     NA
## 3628    LS6        22708005  -55.78  -30.15 11.42       Female     NA     NA
## 3629    LS6        22708005  -64.79  -62.33 11.50       Female     NA     NA
## 3630    LS6        22708005  -38.33  -13.30 11.58       Female     NA     NA
## 3631    LS6        22708005  -29.90  -41.50 11.67       Female     NA     NA
## 3632    LS6        22708005  -24.49  -70.27 11.75       Female     NA     NA
## 3633    LS6        22708005  -24.61  -21.55 11.83       Female     NA     NA
## 3634    LS6        22708005  -25.27  -21.00 11.92       Female     NA     NA
## 3635    LS6        22708005  -38.60  -17.23 12.00       Female     NA     NA
## 3636    LS6        22708005  -33.96  -66.92 12.08       Female     NA     NA
## 3637    LS6        22708005  -56.27  -12.93 12.17       Female     NA     NA
## 3638    LS6        22708005  -21.50  -28.22 12.25       Female     NA     NA
## 3639    LS6        22708005  -38.33  -63.35 12.33       Female     NA     NA
## 3640    LS6        22708005  -82.86  -12.03 12.42       Female     NA     NA
## 3641    LS6        22708005  -32.77  -23.00 12.50       Female     NA     NA
## 3642    LS6        22708005  -16.63  -60.58 12.58       Female     NA     NA
## 3643    LS6        22708005  -10.81  -32.78 12.67       Female     NA     NA
## 3644    LS6        22708005  -56.39  -63.70 12.75       Female     NA     NA
## 3645    LS6        22708005  -30.17  -22.23 12.83       Female     NA     NA
## 3646    LS6        22708005  -46.26  -85.33 12.92       Female     NA     NA
## 3647    LS6        22708005  -12.65  -50.49 13.00       Female     NA     NA
## 3648    LS6        22708005  -41.92  -66.96 13.08       Female     NA     NA
## 3649    LS6        22708005  -24.03  -17.93 13.17       Female     NA     NA
## 3650    LS6        22708005  -38.79  -43.67 13.25       Female     NA     NA
## 3651    LS6        22708005  -60.81  -38.23 13.33       Female     NA     NA
## 3652    LS6        22708005  -12.78  -48.81 13.42       Female     NA     NA
## 3653    LS6        22708005  -33.26  -13.13 13.50       Female     NA     NA
## 3654    LS6        22708005  -77.44  -42.66 13.58       Female     NA     NA
## 3655    LS6        22708005  -46.91  -37.75 13.67       Female     NA     NA
## 3656    LS6        22708005  -37.03  -33.98 13.75       Female     NA     NA
## 3657    LS6        22708005  -11.39  -40.69 13.83       Female     NA     NA
## 3658    LS6        22708005  -55.80  -13.07 13.92       Female     NA     NA
## 3659    LS6        22708005  -23.90  -58.08 14.00       Female     NA     NA
## 3660    LS6        22708005  -40.45  -17.24 14.08       Female     NA     NA
## 3661    LS6        22708005  -31.78  -37.87 14.17       Female     NA     NA
## 3662    LS6        22708005  -37.59  -54.69 14.25       Female     NA     NA
## 3663    LS6        22708005  -12.20  -17.69 14.33       Female     NA     NA
## 3664    LS6        22708005  -30.33  -41.93 14.42       Female     NA     NA
## 3665    LS6        22708005  -35.38  -26.86 14.50       Female     NA     NA
## 3666    LS6        22708005  -34.72  -40.21 14.58       Female     NA     NA
## 3667    LS6        22708005  -10.82  -88.95 14.67       Female     NA     NA
## 3668    LS6        22708005  -58.01  -32.39 14.75       Female     NA     NA
## 3669    LS6        22708005  -33.58  -46.40 14.83       Female     NA     NA
## 3670    LS6        22708005  -25.64  -34.19 14.92       Female     NA     NA
## 3671    LS6        22708005  -34.06  -56.06 15.00       Female     NA     NA
## 3672    LS6        22708005   -7.69  -15.61 15.08       Female     NA     NA
## 3673    LS6        22708005  -53.69  -29.27 15.17       Female     NA     NA
## 3674    LS6        22708006  -23.95  -81.93 15.25       Female     NA     NA
## 3675    LS6        22708006  -11.01  -27.46 15.33       Female     NA     NA
## 3676    LS6        22708006  -11.69  -42.82 15.42       Female     NA     NA
## 3677    LS6        22708006  -10.14  -44.92 15.50       Female     NA     NA
## 3678    LS6        22708006  -25.65  -17.73 15.58       Female     NA     NA
## 3679    LS6        22708006  -19.12  -75.28 15.67       Female     NA     NA
## 3680    LS6        22708006  -59.15  -35.34 15.75       Female     NA     NA
## 3681    LS6        22708006  -48.24  -38.49 15.83       Female     NA     NA
## 3682    LS6        22708006  -14.07  -54.36 15.92       Female     NA     NA
## 3683    LS6        22708006  -68.66  -32.66 16.00       Female     NA     NA
## 3684    LS6        22708006  -32.79  -14.48 16.08       Female     NA     NA
## 3685    LS6        22708006  -54.74  -57.19 16.17       Female     NA     NA
## 3686    LS6        22708006  -13.29  -53.58 16.25       Female     NA     NA
## 3687    LS6        22708006  -10.97  -36.61 16.33       Female     NA     NA
## 3688    LS6        22708006  -43.76  -52.29 16.42       Female     NA     NA
## 3689    LS6        22708006  -82.96  -48.15 16.50       Female     NA     NA
## 3690    LS6        22708006  -16.61  -53.23 16.58       Female     NA     NA
## 3691    LS6        22708006  -34.51  -35.73 16.67       Female     NA     NA
## 3692    LS6        22708006  -15.06  -41.90 16.75       Female     NA     NA
## 3693    LS6        22708006  -39.25  -19.72 16.83       Female     NA     NA
## 3694    LS6        22708006   -9.26  -13.53 16.92       Female     NA     NA
## 3695    LS6        22708006  -42.65  -38.39 17.00       Female     NA     NA
## 3696    LS6        22708006  -29.85  -40.21 17.08       Female     NA     NA
## 3697    LS6        22708006  -69.57  -17.07 17.17       Female     NA     NA
## 3698    LS6        22708006  -76.57  -40.57 17.25       Female     NA     NA
## 3699    LS6        22708006  -11.35  -51.61 17.33       Female     NA     NA
## 3700    LS6        22708006  -12.14  -38.38 17.42       Female     NA     NA
## 3701    LS6        22708006  -59.78  -52.45 17.50       Female     NA     NA
## 3702    LS6        22708006  -15.45  -38.61 17.58       Female     NA     NA
## 3703    LS6        22708006  -45.89  -55.66 17.67       Female     NA     NA
## 3704    LS6        22708006  -47.93  -11.31 17.75       Female     NA     NA
## 3705    LS6        22708006  -98.80  -15.16 17.83       Female     NA     NA
## 3706    LS6        22708006  -56.42  -32.60 17.92       Female     NA     NA
## 3707    LS6        22708006  -57.49  -34.89 18.00       Female     NA     NA
## 3708    LS6        22708006  -51.97  -44.62 18.08       Female     NA     NA
## 3709    LS6        22708006  -35.96  -19.48 18.17       Female     NA     NA
## 3710    LS6        22708006  -11.46  -36.48 18.25       Female     NA     NA
## 3711    LS6        22708006  -50.10  -37.28 18.33       Female     NA     NA
## 3712    LS6        22708006  -11.51  -79.25 18.42       Female     NA     NA
## 3713    LS6        22708006  -25.87  -53.95 18.50       Female     NA     NA
## 3714    LS6        22708006  -34.23  -72.06 18.58       Female     NA     NA
## 3715    LS6        22708006  -22.85  -34.43 18.67       Female     NA     NA
## 3716    LS6        22708006  -20.34  -41.70 18.75       Female     NA     NA
## 3717    LS6        22708006  -21.26  -83.53 18.83       Female     NA     NA
## 3718    LS6        22708006  -24.70  -75.37 18.92       Female     NA     NA
## 3719    LS6        22708006  -23.35  -14.79 19.00       Female     NA     NA
## 3720    LS6        22708006  -26.45  -51.47 19.08       Female     NA     NA
## 3721    LS6        22708006  -47.20  -56.36 19.17       Female     NA     NA
## 3722    LS6        22708006  -30.42  -66.42 19.25       Female     NA     NA
## 3723    LS6        22708006  -35.01  -33.81 19.33       Female     NA     NA
## 3724    LS6        22708006  -27.52  -17.16 19.42       Female     NA     NA
## 3725    LS6        22708006  -11.14  -64.25 19.50       Female     NA     NA
## 3726    LS6        22708006  -10.65  -85.11 19.58       Female     NA     NA
## 3727    LS6        22708006  -30.74  -10.60 19.67       Female     NA     NA
## 3728    LS6        22708006  -58.14  -52.03 19.75       Female     NA     NA
## 3729    LS6        22708006  -20.42  -16.14 19.83       Female     NA     NA
## 3730    LS6        22708006  -84.66  -48.04 19.92       Female     NA     NA
## 3731    LS6        22708006  -11.14  -95.98 20.00       Female     NA     NA
## 3732    LS6        22708006  -29.47  -75.23 20.08       Female     NA     NA
## 3733    LS6        22708006  -44.07  -14.78 20.17       Female     NA     NA
## 3734    LS6        22708007  -49.41  -61.00 20.25       Female     NA     NA
## 3735    LS6        22708007  -10.20  -11.43 20.33       Female     NA     NA
## 3736    LS6        22708007  -10.71  -18.66 20.42       Female     NA     NA
## 3737    LS6        22708007  -53.20  -31.24 20.50       Female     NA     NA
## 3738    LS6        22708007  -36.09  -20.85 20.58       Female     NA     NA
## 3739    LS6        22708007  -52.91  -13.83 20.67       Female     NA     NA
## 3740    LS6        22708007   -9.90  -15.38 20.75       Female     NA     NA
## 3741    LS6        22708007  -60.38  -13.98 20.83       Female     NA     NA
## 3742    LS6        22708007   -8.04  -19.65 20.92       Female     NA     NA
## 3743    LS6        22708007  -48.59  -15.02 21.00       Female     NA     NA
## 3744    LS6        22708007  -41.38  -37.68 21.08       Female     NA     NA
## 3745    LS6        22708007  -64.48  -49.82 21.17       Female     NA     NA
## 3746    LS6        22708007  -10.24  -67.00 21.25       Female     NA     NA
## 3747    LS6        22708007  -49.27  -50.50 21.33       Female     NA     NA
## 3748    LS6        22708007  -30.00  -32.44 21.42       Female     NA     NA
## 3749    LS6        22708007  -27.00  -13.56 21.50       Female     NA     NA
## 3750    LS6        22708007   -9.79  -18.94 21.58       Female     NA     NA
## 3751    LS6        22708007  -25.91  -14.31 21.67       Female     NA     NA
## 3752    LS6        22708007  -10.62  -13.05 21.75       Female     NA     NA
## 3753    LS6        22708007  -33.11  -13.59 21.83       Female     NA     NA
## 3754    LS6        22708007  -20.72  -28.67 21.92       Female     NA     NA
## 3755    LS6        22708007  -29.08  -27.25 22.00       Female     NA     NA
## 3756    LS6        22708007  -14.81  -63.67 22.08       Female     NA     NA
## 3757    LS6        22708007  -35.66  -54.60 22.17       Female     NA     NA
## 3758    LS6        22708007  -23.13  -17.65 22.25       Female     NA     NA
## 3759    LS6        22708007   -9.64  -50.52 22.33       Female     NA     NA
## 3760    LS6        22708007  -35.80  -35.81 22.42       Female     NA     NA
## 3761    LS6        22708007  -31.42  -16.75 22.50       Female     NA     NA
## 3762    LS6        22708007  -17.21  -48.93 22.58       Female     NA     NA
## 3763    LS6        22708007  -29.89  -57.96 22.67       Female     NA     NA
## 3764    LS6        22708007   -9.35  -28.88 22.75       Female     NA     NA
## 3765    LS6        22708007  -35.11  -25.94 22.83       Female     NA     NA
## 3766    LS6        22708007  -37.50  -16.14 22.92       Female     NA     NA
## 3767    LS6        22708007  -18.23  -44.48 23.00       Female     NA     NA
## 3768    LS6        22708007  -42.13  -16.48 23.08       Female     NA     NA
## 3769    LS6        22708007  -15.47  -50.87 23.17       Female     NA     NA
## 3770    LS6        22708007  -10.99  -18.31 23.25       Female     NA     NA
## 3771    LS6        22708007  -19.79  -19.80 23.33       Female     NA     NA
## 3772    LS6        22708007  -19.67  -28.85 23.42       Female     NA     NA
## 3773    LS6        22708007  -23.34  -23.34 23.50       Female     NA     NA
## 3774    LS6        22708007  -19.29  -29.07 23.58       Female     NA     NA
## 3775    LS6        22708007  -48.49  -17.98 23.67       Female     NA     NA
## 3776    LS6        22708007   -4.85  -32.35 23.75       Female     NA     NA
## 3777    LS6        22708007  -31.33  -16.68 23.83       Female     NA     NA
## 3778    LS6        22708007  -31.87  -77.64 23.92       Female     NA     NA
## 3779    LS6        22708007  -40.60  -48.52 24.00       Female     NA     NA
## 3780    LS6        22708007  -16.50  -34.81 24.08       Female     NA     NA
## 3781    LS6        22708007  -23.91  -36.74 24.17       Female     NA     NA
## 3782    LS6        22708007  -33.69  -14.77 24.25       Female     NA     NA
## 3783    LS6        22708007  -48.48  -23.46 24.33       Female     NA     NA
## 3784    LS6        22708007  -10.39  -26.26 24.42       Female     NA     NA
## 3785    LS6        22708007   -9.81  -45.82 24.50       Female     NA     NA
## 3786    LS6        22708007  -22.66  -37.31 24.58       Female     NA     NA
## 3787    LS6        22708007  -35.75  -51.62 24.67       Female     NA     NA
## 3788    LS6        22708007  -32.06  -13.15 24.75       Female     NA     NA
## 3789    LS6        22708007  -21.65  -19.22 24.83       Female     NA     NA
## 3790    LS6        22708007  -44.63  -16.55 24.92       Female     NA     NA
## 3791    LS6        22708007  -18.27  -23.75 25.00       Female     NA     NA
## 3792    LS6        22708007  -28.83  -14.18 25.08       Female     NA     NA
## 3793    LS6        22708007  -29.99  -17.79 25.17       Female     NA     NA
## 3794    LS6        22708008  -16.37  -16.98 25.25       Female     NA     NA
## 3795    LS6        22708008  -17.42  -29.01 25.33       Female     NA     NA
## 3796    LS6        22708008  -24.64  -18.54 25.42       Female     NA     NA
## 3797    LS6        22708008  -25.26  -24.65 25.50       Female     NA     NA
## 3798    LS6        22708008  -21.63  -91.82 25.58       Female     NA     NA
## 3799    LS6        22708008  -37.35  -19.04 25.67       Female     NA     NA
## 3800    LS6        22708008  -23.28   -9.86 25.75       Female     NA     NA
## 3801    LS6        22708008  -22.64  -44.61 25.83       Female     NA     NA
## 3802    LS6        22708008  -47.25  -10.02 25.92       Female     NA     NA
## 3803    LS6        22708008  -26.67  -40.71 26.00       Female     NA     NA
## 3804    LS6        22708008  -12.89  -71.48 26.08       Female     NA     NA
## 3805    LS6        22708008  -32.48  -20.88 26.17       Female     NA     NA
## 3806    LS6        22708008  -30.26  -20.50 26.25       Female     NA     NA
## 3807    LS6        22708008  -49.10  -47.27 26.33       Female     NA     NA
## 3808    LS6        22708008  -41.88  -30.89 26.42       Female     NA     NA
## 3809    LS6        22708008  -33.38  -10.80 26.50       Female     NA     NA
## 3810    LS6        22708008  -43.85  -20.66 26.58       Female     NA     NA
## 3811    LS6        22708008  -24.85  -50.49 26.67       Female     NA     NA
## 3812    LS6        22708008  -18.56  -71.66 26.75       Female     NA     NA
## 3813    LS6        22708008  -22.31  -11.93 26.83       Female     NA     NA
## 3814    LS6        22708008  -13.49  -24.48 26.92       Female     NA     NA
## 3815    LS6        22708008  -35.05  -49.69 27.00       Female     NA     NA
## 3816    LS6        22708008  -35.28  -13.31 27.08       Female     NA     NA
## 3817    LS6        22708008  -45.55  -15.03 27.17       Female     NA     NA
## 3818    LS6        22708008  -19.49  -24.99 27.25       Female     NA     NA
## 3819    LS6        22708008  -24.04  -36.86 27.33       Female     NA     NA
## 3820    LS6        22708008  -26.29  -44.60 27.42       Female     NA     NA
## 3821    LS6        22708008  -27.06  -14.25 27.50       Female     NA     NA
## 3822    LS6        22708008  -32.53  -23.99 27.58       Female     NA     NA
## 3823    LS6        22708008  -30.03  -42.24 27.67       Female     NA     NA
## 3824    LS6        22708008  -18.77  -45.62 27.75       Female     NA     NA
## 3825    LS6        22708008  -33.22  -11.86 27.83       Female     NA     NA
## 3826    LS6        22708008  -45.09  -64.01 27.92       Female     NA     NA
## 3827    LS6        22708008  -33.28  -51.59 28.00       Female     NA     NA
## 3828    LS6        22708008  -27.90  -53.54 28.08       Female     NA     NA
## 3829    LS6        22708008  -11.66  -43.40 28.17       Female     NA     NA
## 3830    LS6        22708008  -45.93  -22.13 28.25       Female     NA     NA
## 3831    LS6        22708008  -44.73  -18.48 28.33       Female     NA     NA
## 3832    LS6        22708008  -13.87  -19.37 28.42       Female     NA     NA
## 3833    LS6        22708008  -48.69  -68.83 28.50       Female     NA     NA
## 3834    LS6        22708008  -68.10  -31.48 28.58       Female     NA     NA
## 3835    LS6        22708008  -13.23  -55.34 28.67       Female     NA     NA
## 3836    LS6        22708008  -74.87  -35.81 28.75       Female     NA     NA
## 3837    LS6        22708008  -32.02  -51.55 28.83       Female     NA     NA
## 3838    LS6        22708008  -37.35  -55.66 28.92       Female     NA     NA
## 3839    LS6        22708008  -88.41  -26.76 29.00       Female     NA     NA
## 3840    LS6        22708008  -50.43  -42.50 29.08       Female     NA     NA
## 3841    LS6        22708008  -49.81  -54.08 29.17       Female     NA     NA
## 3842    LS6        22708008  -44.21  -41.16 29.25       Female     NA     NA
## 3843    LS6        22708008  -14.38  -35.13 29.33       Female     NA     NA
## 3844    LS6        22708008  -18.01  -22.28 29.42       Female     NA     NA
## 3845    LS6        22708008  -31.57  -57.21 29.50       Female     NA     NA
## 3846    LS6        22708008  -11.79  -16.06 29.58       Female     NA     NA
## 3847    LS6        22708008  -82.20  -37.03 29.67       Female     NA     NA
## 3848    LS6        22708008  -57.61  -33.20 29.75       Female     NA     NA
## 3849    LS6        22708008  -64.92  -45.38 29.83       Female     NA     NA
## 3850    LS6        22708008  -35.66  -24.67 29.92       Female     NA     NA
## 3851    LS6        22708008   -9.66  -79.85 30.00       Female     NA     NA
## 3852    LS6        22708008  -67.22  -34.87 30.08       Female     NA     NA
## 3853    LS6        22708008  -26.18  -36.56 30.17       Female     NA     NA
## 3854    LS6        22708009  -36.66  -58.02 30.25       Female     NA     NA
## 3855    LS6        22708009  -66.35  -40.71 30.33       Female     NA     NA
## 3856    LS6        22708009  -53.09  -55.53 30.42       Female     NA     NA
## 3857    LS6        22708009  -88.78  -44.23 30.50       Female     NA     NA
## 3858    LS6        22708009  -49.75  -58.29 30.58       Female     NA     NA
## 3859    LS6        22708009  -14.68  -15.30 30.67       Female     NA     NA
## 3860    LS6        22708009  -30.51  -37.83 30.75       Female     NA     NA
## 3861    LS6        22708009  -47.20  -67.95 30.83       Female     NA     NA
## 3862    LS6        22708009  -34.24  -41.57 30.92       Female     NA     NA
## 3863    LS6        22708009  -30.17  -44.21 31.00       Female     NA     NA
## 3864    LS6        22708009  -36.37  -27.82 31.08       Female     NA     NA
## 3865    LS6        22708009  -28.99  -66.83 31.17       Female     NA     NA
## 3866    LS6        22708009  -12.07  -63.34 31.25       Female     NA     NA
## 3867    LS6        22708009  -48.50  -32.02 31.33       Female     NA     NA
## 3868    LS6        22708009  -41.90  -43.12 31.42       Female     NA     NA
## 3869    LS6        22708009  -29.92  -37.85 31.50       Female     NA     NA
## 3870    LS6        22708009  -34.34  -14.20 31.58       Female     NA     NA
## 3871    LS6        22708009  -12.13  -27.39 31.67       Female     NA     NA
## 3872    LS6        22708009  -21.79  -27.89 31.75       Female     NA     NA
## 3873    LS6        22708009  -44.13  -50.23 31.83       Female     NA     NA
## 3874    LS6        22708009  -36.64  -46.40 31.92       Female     NA     NA
## 3875    LS6        22708009  -80.61  -47.65 32.00       Female     NA     NA
## 3876    LS6        22708009  -50.50  -45.61 32.08       Female     NA     NA
## 3877    LS6        22708009  -71.89  -31.61 32.17       Female     NA     NA
## 3878    LS6        22708009  -34.87  -64.17 32.25       Female     NA     NA
## 3879    LS6        22708009  -51.39  -67.26 32.33       Female     NA     NA
## 3880    LS6        22708009  -38.17  -65.64 32.42       Female     NA     NA
## 3881    LS6        22708009  -43.34  -21.37 32.50       Female     NA     NA
## 3882    LS6        22708009  -32.17  -63.29 32.58       Female     NA     NA
## 3883    LS6        22708009  -37.06  -56.59 32.67       Female     NA     NA
## 3884    LS6        22708009  -36.27  -47.26 32.75       Female     NA     NA
## 3885    LS6        22708009  -17.57  -45.04 32.83       Female     NA     NA
## 3886    LS6        22708009  -81.86  -28.15 32.92       Female     NA     NA
## 3887    LS6        22708009  -50.43  -35.17 33.00       Female     NA     NA
## 3888    LS6        22708009  -28.09  -14.66 33.08       Female     NA     NA
## 3889    LS6        22708009  -36.60  -50.64 33.17       Female     NA     NA
## 3890    LS6        22708009  -57.46  -49.52 33.25       Female     NA     NA
## 3891    LS6        22708009  -62.26  -48.83 33.33       Female     NA     NA
## 3892    LS6        22708009  -36.89  -24.07 33.42       Female     NA     NA
## 3893    LS6        22708009  -52.75  -28.95 33.50       Female     NA     NA
## 3894    LS6        22708009  -23.82  -63.49 33.58       Female     NA     NA
## 3895    LS6        22708009  -19.25  -44.27 33.67       Female     NA     NA
## 3896    LS6        22708009  -47.74  -10.51 33.75       Female     NA     NA
## 3897    LS6        22708009  -30.33  -13.24 33.83       Female     NA     NA
## 3898    LS6        22708009  -55.08  -49.58 33.92       Female     NA     NA
## 3899    LS6        22708009  -28.70  -44.57 34.00       Female     NA     NA
## 3900    LS6        22708009  -38.68  -25.25 34.08       Female     NA     NA
## 3901    LS6        22708009  -25.95  -55.25 34.17       Female     NA     NA
## 3902    LS6        22708009  -39.92  -30.15 34.25       Female     NA     NA
## 3903    LS6        22708009  -31.80  -80.02 34.33       Female     NA     NA
## 3904    LS6        22708009  -49.01  -36.80 34.42       Female     NA     NA
## 3905    LS6        22708009  -33.71  -64.83 34.50       Female     NA     NA
## 3906    LS6        22708009  -29.46  -28.24 34.58       Female     NA     NA
## 3907    LS6        22708009  -76.31  -32.98 34.67       Female     NA     NA
## 3908    LS6        22708009  -35.03  -36.86 34.75       Female     NA     NA
## 3909    LS6        22708009  -52.22  -30.24 34.83       Female     NA     NA
## 3910    LS6        22708009  -12.43  -28.91 34.92       Female     NA     NA
## 3911    LS6        22708009  -62.68  -55.97 35.00       Female     NA     NA
## 3912    LS6        22708009  -20.08  -54.87 35.08       Female     NA     NA
## 3913    LS6        22708009  -70.45  -38.72 35.17       Female     NA     NA
## 3914    LS7        22708017  -47.54  -34.12  0.00       Female     NA     NA
## 3915    LS7        22708017  -77.02  -30.64  0.08       Female     NA     NA
## 3916    LS7        22708017  -54.23  -36.53  0.17       Female     NA     NA
## 3917    LS7        22708017  -70.66   -7.18  0.25       Female     NA     NA
## 3918    LS7        22708017  -65.83  -47.52  0.33       Female     NA     NA
## 3919    LS7        22708017  -27.18  -48.55  0.42       Female     NA     NA
## 3920    LS7        22708017  -44.75  -31.32  0.50       Female     NA     NA
## 3921    LS7        22708017  -21.09  -53.44  0.58       Female     NA     NA
## 3922    LS7        22708017   -5.50  -40.29  0.67       Female     NA     NA
## 3923    LS7        22708017  -19.70  -14.21  0.75       Female     NA     NA
## 3924    LS7        22708017  -20.63   -8.43  0.83       Female     NA     NA
## 3925    LS7        22708017  -39.07  -22.59  0.92       Female     NA     NA
## 3926    LS7        22708017  -84.40  -22.76  1.00       Female     NA     NA
## 3927    LS7        22708017  -76.87   -7.90  1.08       Female     NA     NA
## 3928    LS7        22708017  -15.10  -27.92  1.17       Female     NA     NA
## 3929    LS7        22708017  -73.32   -8.62  1.25       Female     NA     NA
## 3930    LS7        22708017  -21.84  -80.43  1.33       Female     NA     NA
## 3931    LS7        22708017  -20.69  -53.04  1.42       Female     NA     NA
## 3932    LS7        22708017  -25.90  -38.11  1.50       Female     NA     NA
## 3933    LS7        22708017  -18.78  -72.49  1.58       Female     NA     NA
## 3934    LS7        22708017  -16.37  -17.59  1.67       Female     NA     NA
## 3935    LS7        22708017  -24.48   -9.22  1.75       Female     NA     NA
## 3936    LS7        22708017 -103.33  -12.39  1.83       Female     NA     NA
## 3937    LS7        22708017   -9.90  -84.98  1.92       Female     NA     NA
## 3938    LS7        22708017  -26.51  -87.54  2.00       Female     NA     NA
## 3939    LS7        22708017  -69.48  -27.98  2.08       Female     NA     NA
## 3940    LS7        22708017  -51.71  -44.38  2.17       Female     NA     NA
## 3941    LS7        22708017  -19.21  -78.42  2.25       Female     NA     NA
## 3942    LS7        22708017  -50.95  -27.76  2.33       Female     NA     NA
## 3943    LS7        22708017  -22.92  -57.10  2.42       Female     NA     NA
## 3944    LS7        22708017  -13.27  -79.19  2.50       Female     NA     NA
## 3945    LS7        22708017  -19.51  -32.33  2.58       Female     NA     NA
## 3946    LS7        22708017  -22.65  -40.35  2.67       Female     NA     NA
## 3947    LS7        22708017  -20.21  -38.53  2.75       Female     NA     NA
## 3948    LS7        22708017  -57.59  -14.87  2.83       Female     NA     NA
## 3949    LS7        22708017  -21.94  -60.39  2.92       Female     NA     NA
## 3950    LS7        22708017  -25.54  -12.12  3.00       Female     NA     NA
## 3951    LS7        22708017  -52.38  -23.08  3.08       Female     NA     NA
## 3952    LS7        22708017  -20.61  -26.10  3.17       Female     NA     NA
## 3953    LS7        22708017  -11.54  -26.19  3.25       Female     NA     NA
## 3954    LS7        22708017  -69.52   -9.70  3.33       Female     NA     NA
## 3955    LS7        22708017  -19.37  -18.76  3.42       Female     NA     NA
## 3956    LS7        22708017  -71.25  -30.96  3.50       Female     NA     NA
## 3957    LS7        22708017  -27.32  -40.14  3.58       Female     NA     NA
## 3958    LS7        22708017  -58.91  -46.71  3.67       Female     NA     NA
## 3959    LS7        22708017  -57.76  -41.29  3.75       Female     NA     NA
## 3960    LS7        22708017  -63.22  -23.55  3.83       Female     NA     NA
## 3961    LS7        22708017  -12.04  -29.74  3.92       Female     NA     NA
## 3962    LS7        22708017  -29.55  -46.03  4.00       Female     NA     NA
## 3963    LS7        22708017   -7.80  -48.69  4.08       Female     NA     NA
## 3964    LS7        22708017  -33.16  -32.55  4.17       Female     NA     NA
## 3965    LS7        22708017  -19.70  -33.12  4.25       Female     NA     NA
## 3966    LS7        22708017   -9.74  -40.26  4.33       Female     NA     NA
## 3967    LS7        22708017  -71.02   -3.27  4.42       Female     NA     NA
## 3968    LS7        22708017  -90.20  -24.28  4.50       Female     NA     NA
## 3969    LS7        22708017  -30.71  -36.20  4.58       Female     NA     NA
## 3970    LS7        22708017  -11.23  -19.78  4.67       Female     NA     NA
## 3971    LS7        22708017  -84.96  -31.25  4.75       Female     NA     NA
## 3972    LS7        22708017  -24.00  -47.80  4.83       Female     NA     NA
## 3973    LS7        22708017  -42.72  -14.03  4.92       Female     NA     NA
## 3974    LS7        22708019  -85.52  -10.45  5.00       Female     NA     NA
## 3975    LS7        22708019  -59.81  -17.09  5.08       Female     NA     NA
## 3976    LS7        22708019  -28.64  -54.28  5.17       Female     NA     NA
## 3977    LS7        22708019  -75.79  -15.37  5.25       Female     NA     NA
## 3978    LS7        22708019  -80.75   -8.12  5.33       Female     NA     NA
## 3979    LS7        22708019  -16.19  -55.86  5.42       Female     NA     NA
## 3980    LS7        22708019  -82.15  -16.84  5.50       Female     NA     NA
## 3981    LS7        22708019  -43.13  -51.06  5.58       Female     NA     NA
## 3982    LS7        22708019  -61.76  -27.58  5.67       Female     NA     NA
## 3983    LS7        22708019 -103.70  -19.47  5.75       Female     NA     NA
## 3984    LS7        22708019  -69.84  -45.42  5.83       Female     NA     NA
## 3985    LS7        22708019 -103.04  -17.59  5.92       Female     NA     NA
## 3986    LS7        22708019  -73.59  -10.11  6.00       Female     NA     NA
## 3987    LS7        22708019  -51.91  -25.05  6.08       Female     NA     NA
## 3988    LS7        22708019  -41.42  -67.06  6.17       Female     NA     NA
## 3989    LS7        22708019  -23.92  -91.06  6.25       Female     NA     NA
## 3990    LS7        22708019  -56.21  -13.48  6.33       Female     NA     NA
## 3991    LS7        22708019  -29.76  -10.23  6.42       Female     NA     NA
## 3992    LS7        22708019  -42.91  -10.56  6.50       Female     NA     NA
## 3993    LS7        22708019  -89.97  -14.28  6.58       Female     NA     NA
## 3994    LS7        22708019  -73.48  -36.86  6.67       Female     NA     NA
## 3995    LS7        22708019  -27.71  -69.83  6.75       Female     NA     NA
## 3996    LS7        22708019 -107.44  -17.72  6.83       Female     NA     NA
## 3997    LS7        22708019  -69.43  -40.14  6.92       Female     NA     NA
## 3998    LS7        22708019  -45.36  -65.50  7.00       Female     NA     NA
## 3999    LS7        22708019  -89.24  -20.27  7.08       Female     NA     NA
## 4000    LS7        22708019  -43.71  -74.84  7.17       Female     NA     NA
## 4001    LS7        22708019  -63.18  -36.93  7.25       Female     NA     NA
## 4002    LS7        22708019   -3.86    0.41  7.33       Female     NA     NA
## 4003    LS7        22708019  -87.56  -29.58  7.42       Female     NA     NA
## 4004    LS7        22708019  -85.07  -24.03  7.50       Female     NA     NA
## 4005    LS7        22708019  -68.42  -44.62  7.58       Female     NA     NA
## 4006    LS7        22708019  -27.78  -69.90  7.67       Female     NA     NA
## 4007    LS7        22708019  -49.80  -45.53  7.75       Female     NA     NA
## 4008    LS7        22708019  -18.63  -67.46  7.83       Female     NA     NA
## 4009    LS7        22708019  -94.91  -10.69  7.92       Female     NA     NA
## 4010    LS7        22708019  -55.10  -29.47  8.00       Female     NA     NA
## 4011    LS7        22708019  -62.66  -12.61  8.08       Female     NA     NA
## 4012    LS7        22708019  -61.15  -52.00  8.17       Female     NA     NA
## 4013    LS7        22708019  -94.02  -29.32  8.25       Female     NA     NA
## 4014    LS7        22708019  -33.93  -11.35  8.33       Female     NA     NA
## 4015    LS7        22708019 -103.82  -12.88  8.42       Female     NA     NA
## 4016    LS7        22708019  -39.86  -88.68  8.50       Female     NA     NA
## 4017    LS7        22708019  -76.59  -28.98  8.58       Female     NA     NA
## 4018    LS7        22708019  -25.53  -74.35  8.67       Female     NA     NA
## 4019    LS7        22708019  -14.20  -52.04  8.75       Female     NA     NA
## 4020    LS7        22708019  -66.69  -11.15  8.83       Female     NA     NA
## 4021    LS7        22708019  -91.35  -22.38  8.92       Female     NA     NA
## 4022    LS7        22708019  -38.01  -17.87  9.00       Female     NA     NA
## 4023    LS7        22708019  -91.46  -13.34  9.08       Female     NA     NA
## 4024    LS7        22708019  -42.28  -36.79  9.17       Female     NA     NA
## 4025    LS7        22708019  -45.38  -29.51  9.25       Female     NA     NA
## 4026    LS7        22708019  -22.27  -29.60  9.33       Female     NA     NA
## 4027    LS7        22708019  -60.29  -28.55  9.42       Female     NA     NA
## 4028    LS7        22708019  -55.95  -22.38  9.50       Female     NA     NA
## 4029    LS7        22708019  -81.45  -52.76  9.58       Female     NA     NA
## 4030    LS7        22708019  -25.44  -12.02  9.67       Female     NA     NA
## 4031    LS7        22708019  -97.81  -36.17  9.75       Female     NA     NA
## 4032    LS7        22708019  -97.79  -23.33  9.83       Female     NA     NA
## 4033    LS7        22708019  -35.68  -58.88  9.92       Female     NA     NA
## 4034    LS7        22708020  -48.70  -40.16 10.00       Female     NA     NA
## 4035    LS7        22708020   -9.56  -96.84 10.08       Female     NA     NA
## 4036    LS7        22708020  -68.71  -49.78 10.17       Female     NA     NA
## 4037    LS7        22708020  -34.52  -11.32 10.25       Female     NA     NA
## 4038    LS7        22708020  -29.79  -50.54 10.33       Female     NA     NA
## 4039    LS7        22708020  -94.66  -44.00 10.42       Female     NA     NA
## 4040    LS7        22708020  -40.12  -48.05 10.50       Female     NA     NA
## 4041    LS7        22708020  -39.96  -73.52 10.58       Female     NA     NA
## 4042    LS7        22708020  -39.10  -15.30 10.67       Female     NA     NA
## 4043    LS7        22708020  -64.81  -30.63 10.75       Female     NA     NA
## 4044    LS7        22708020  -85.19  -46.73 10.83       Female     NA     NA
## 4045    LS7        22708020  -48.79  -43.30 10.92       Female     NA     NA
## 4046    LS7        22708020  -44.46  -56.05 11.00       Female     NA     NA
## 4047    LS7        22708020  -64.52  -45.60 11.08       Female     NA     NA
## 4048    LS7        22708020  -60.01  -60.01 11.17       Female     NA     NA
## 4049    LS7        22708020  -23.00  -81.60 11.25       Female     NA     NA
## 4050    LS7        22708020  -46.08  -57.67 11.33       Female     NA     NA
## 4051    LS7        22708020  -40.13 -111.54 11.42       Female     NA     NA
## 4052    LS7        22708020  -54.38  -13.48 11.50       Female     NA     NA
## 4053    LS7        22708020  -60.84  -26.05 11.58       Female     NA     NA
## 4054    LS7        22708020  -42.58  -77.98 11.67       Female     NA     NA
## 4055    LS7        22708020  -87.30  -45.18 11.75       Female     NA     NA
## 4056    LS7        22708020  -89.71  -40.88 11.83       Female     NA     NA
## 4057    LS7        22708020  -90.35  -11.00 11.92       Female     NA     NA
## 4058    LS7        22708020  -77.81  -19.82 12.00       Female     NA     NA
## 4059    LS7        22708020  -22.09  -27.58 12.08       Female     NA     NA
## 4060    LS7        22708020  -69.22  -39.92 12.17       Female     NA     NA
## 4061    LS7        22708020  -43.94  -42.11 12.25       Female     NA     NA
## 4062    LS7        22708020  -67.40  -14.91 12.33       Female     NA     NA
## 4063    LS7        22708020  -31.62  -32.84 12.42       Female     NA     NA
## 4064    LS7        22708020  -30.75  -79.58 12.50       Female     NA     NA
## 4065    LS7        22708020  -89.48  -43.09 12.58       Female     NA     NA
## 4066    LS7        22708020  -74.96  -59.71 12.67       Female     NA     NA
## 4067    LS7        22708020  -29.07  -10.76 12.75       Female     NA     NA
## 4068    LS7        22708020  -66.03  -51.38 12.83       Female     NA     NA
## 4069    LS7        22708020  -87.85  -46.96 12.92       Female     NA     NA
## 4070    LS7        22708020  -40.02  -46.12 13.00       Female     NA     NA
## 4071    LS7        22708020  -58.19  -58.19 13.08       Female     NA     NA
## 4072    LS7        22708020  -25.15  -17.83 13.17       Female     NA     NA
## 4073    LS7        22708020  -15.86  -17.08 13.25       Female     NA     NA
## 4074    LS7        22708020  -51.00  -73.58 13.33       Female     NA     NA
## 4075    LS7        22708020  -50.76  -47.71 13.42       Female     NA     NA
## 4076    LS7        22708020  -92.05  -43.84 13.50       Female     NA     NA
## 4077    LS7        22708020 -126.79  -36.46 13.58       Female     NA     NA
## 4078    LS7        22708020  -30.98  -32.81 13.67       Female     NA     NA
## 4079    LS7        22708020  -33.88  -83.93 13.75       Female     NA     NA
## 4080    LS7        22708020  -25.03  -28.09 13.83       Female     NA     NA
## 4081    LS7        22708020  -46.62  -10.00 13.92       Female     NA     NA
## 4082    LS7        22708020  -27.32  -60.89 14.00       Female     NA     NA
## 4083    LS7        22708020  -23.55  -34.53 14.08       Female     NA     NA
## 4084    LS7        22708020  -12.94  -35.53 14.17       Female     NA     NA
## 4085    LS7        22708020  -26.94  -15.34 14.25       Female     NA     NA
## 4086    LS7        22708020  -97.01  -58.56 14.33       Female     NA     NA
## 4087    LS7        22708020 -100.64  -40.83 14.42       Female     NA     NA
## 4088    LS7        22708020  -67.39  -46.64 14.50       Female     NA     NA
## 4089    LS7        22708020  -25.17  -50.80 14.58       Female     NA     NA
## 4090    LS7        22708020   -9.87  -56.26 14.67       Female     NA     NA
## 4091    LS7        22708020 -113.29  -10.75 14.75       Female     NA     NA
## 4092    LS7        22708020  -87.17  -20.03 14.83       Female     NA     NA
## 4093    LS7        22708020  -27.06  -55.74 14.92       Female     NA     NA
## 4094    LS7        22708021  -11.61 -108.04 15.00       Female     NA     NA
## 4095    LS7        22708021   -8.58 -109.29 15.08       Female     NA     NA
## 4096    LS7        22708021  -42.86  -31.26 15.17       Female     NA     NA
## 4097    LS7        22708021  -41.39  -49.33 15.25       Female     NA     NA
## 4098    LS7        22708021  -15.12  -47.47 15.33       Female     NA     NA
## 4099    LS7        22708021  -64.88  -44.13 15.42       Female     NA     NA
## 4100    LS7        22708021  -65.53  -68.58 15.50       Female     NA     NA
## 4101    LS7        22708021  -88.51  -29.92 15.58       Female     NA     NA
## 4102    LS7        22708021  -17.58  -38.33 15.67       Female     NA     NA
## 4103    LS7        22708021  -81.46  -33.24 15.75       Female     NA     NA
## 4104    LS7        22708021  -73.35  -16.59 15.83       Female     NA     NA
## 4105    LS7        22708021   -9.28  -22.71 15.92       Female     NA     NA
## 4106    LS7        22708021  -13.03  -81.39 16.00       Female     NA     NA
## 4107    LS7        22708021  -44.87  -41.81 16.08       Female     NA     NA
## 4108    LS7        22708021  -16.71  -98.49 16.17       Female     NA     NA
## 4109    LS7        22708021 -107.60  -52.06 16.25       Female     NA     NA
## 4110    LS7        22708021  -46.81  -48.64 16.33       Female     NA     NA
## 4111    LS7        22708021  -86.42  -13.18 16.42       Female     NA     NA
## 4112    LS7        22708021  -89.32  -23.40 16.50       Female     NA     NA
## 4113    LS7        22708021  -49.95  -69.48 16.58       Female     NA     NA
## 4114    LS7        22708021  -30.60  -70.27 16.67       Female     NA     NA
## 4115    LS7        22708021 -111.59  -31.03 16.75       Female     NA     NA
## 4116    LS7        22708021  -63.55  -59.89 16.83       Female     NA     NA
## 4117    LS7        22708021  -37.78  -32.28 16.92       Female     NA     NA
## 4118    LS7        22708021  -41.34  -46.22 17.00       Female     NA     NA
## 4119    LS7        22708021  -72.72  -43.43 17.08       Female     NA     NA
## 4120    LS7        22708021   -6.92  -75.28 17.17       Female     NA     NA
## 4121    LS7        22708021  -91.21  -11.25 17.25       Female     NA     NA
## 4122    LS7        22708021  -56.40  -15.50 17.33       Female     NA     NA
## 4123    LS7        22708021  -66.26  -73.58 17.42       Female     NA     NA
## 4124    LS7        22708021 -100.94  -16.10 17.50       Female     NA     NA
## 4125    LS7        22708021  -32.35  -34.79 17.58       Female     NA     NA
## 4126    LS7        22708021    2.89  -60.59 17.67       Female     NA     NA
## 4127    LS7        22708021   -8.42 -120.72 17.75       Female     NA     NA
## 4128    LS7        22708021  -70.19  -17.09 17.83       Female     NA     NA
## 4129    LS7        22708021  -21.06  -72.94 17.92       Female     NA     NA
## 4130    LS7        22708021  -17.80  -62.97 18.00       Female     NA     NA
## 4131    LS7        22708021  -73.90  -47.04 18.08       Female     NA     NA
## 4132    LS7        22708021  -20.21  -16.55 18.17       Female     NA     NA
## 4133    LS7        22708021  -71.35  -59.14 18.25       Female     NA     NA
## 4134    LS7        22708021  -94.05  -20.81 18.33       Female     NA     NA
## 4135    LS7        22708021  -53.08  -14.02 18.42       Female     NA     NA
## 4136    LS7        22708021  -68.02  -62.53 18.50       Female     NA     NA
## 4137    LS7        22708021 -101.23  -23.71 18.58       Female     NA     NA
## 4138    LS7        22708021  -11.61  -50.06 18.67       Female     NA     NA
## 4139    LS7        22708021  -53.28  -44.13 18.75       Female     NA     NA
## 4140    LS7        22708021 -101.03  -25.34 18.83       Female     NA     NA
## 4141    LS7        22708021   -8.35  -81.60 18.92       Female     NA     NA
## 4142    LS7        22708021  -72.85  -51.49 19.00       Female     NA     NA
## 4143    LS7        22708021  -92.76  -60.41 19.08       Female     NA     NA
## 4144    LS7        22708021  -11.50  -55.44 19.17       Female     NA     NA
## 4145    LS7        22708021  -70.50  -49.75 19.25       Female     NA     NA
## 4146    LS7        22708021  -51.11  -30.96 19.33       Female     NA     NA
## 4147    LS7        22708021  -21.33  -32.92 19.42       Female     NA     NA
## 4148    LS7        22708021  -97.50  -26.70 19.50       Female     NA     NA
## 4149    LS7        22708021  -98.30  -20.79 19.58       Female     NA     NA
## 4150    LS7        22708021  -30.73  -19.13 19.67       Female     NA     NA
## 4151    LS7        22708021  -76.27  -11.57 19.75       Female     NA     NA
## 4152    LS7        22708021  -98.79  -27.37 19.83       Female     NA     NA
## 4153    LS7        22708021  -55.76  -45.99 19.92       Female     NA     NA
## 4154    LS7        22708022  -89.28  -51.44 20.00       Female     NA     NA
## 4155    LS7        22708022  -64.44  -46.75 20.08       Female     NA     NA
## 4156    LS7        22708022  -61.72  -70.83 20.17       Female     NA     NA
## 4157    LS7        22708022   -6.49 -114.53 20.25       Female     NA     NA
## 4158    LS7        22708022  -21.18  -48.67 20.33       Female     NA     NA
## 4159    LS7        22708022  -78.45  -22.30 20.42       Female     NA     NA
## 4160    LS7        22708022  -24.52  -17.19 20.50       Female     NA     NA
## 4161    LS7        22708022  -46.48  -79.46 20.58       Female     NA     NA
## 4162    LS7        22708022  -50.72  -40.95 20.67       Female     NA     NA
## 4163    LS7        22708022  -61.74  -42.82 20.75       Female     NA     NA
## 4164    LS7        22708022  -15.80  -73.82 20.83       Female     NA     NA
## 4165    LS7        22708022  -68.09  -53.44 20.92       Female     NA     NA
## 4166    LS7        22708022 -105.25  -17.37 21.00       Female     NA     NA
## 4167    LS7        22708022  -28.49  -19.33 21.08       Female     NA     NA
## 4168    LS7        22708022  -11.96  -96.78 21.17       Female     NA     NA
## 4169    LS7        22708022  -53.96  -46.02 21.25       Female     NA     NA
## 4170    LS7        22708022  -60.83  -46.10 21.33       Female     NA     NA
## 4171    LS7        22708022  -71.48  -33.02 21.42       Female     NA     NA
## 4172    LS7        22708022  -44.96  -37.66 21.50       Female     NA     NA
## 4173    LS7        22708022  -11.25 -111.34 21.58       Female     NA     NA
## 4174    LS7        22708022  -32.91  -78.09 21.67       Female     NA     NA
## 4175    LS7        22708022  -55.43  -64.58 21.75       Female     NA     NA
## 4176    LS7        22708022   -9.69  -69.53 21.83       Female     NA     NA
## 4177    LS7        22708022  -58.72  -80.07 21.92       Female     NA     NA
## 4178    LS7        22708022   -7.88  -89.06 22.00       Female     NA     NA
## 4179    LS7        22708022  -45.49  -45.47 22.08       Female     NA     NA
## 4180    LS7        22708022  -88.13  -39.27 22.17       Female     NA     NA
## 4181    LS7        22708022  -89.73  -71.41 22.25       Female     NA     NA
## 4182    LS7        22708022  -80.06  -59.30 22.33       Female     NA     NA
## 4183    LS7        22708022  -60.42  -61.03 22.42       Female     NA     NA
## 4184    LS7        22708022  -89.10  -37.22 22.50       Female     NA     NA
## 4185    LS7        22708022  -66.29  -51.03 22.58       Female     NA     NA
## 4186    LS7        22708022 -106.50  -19.82 22.67       Female     NA     NA
## 4187    LS7        22708022  -35.15  -77.26 22.75       Female     NA     NA
## 4188    LS7        22708022  -53.22  -39.82 22.83       Female     NA     NA
## 4189    LS7        22708022 -101.57  -39.90 22.92       Female     NA     NA
## 4190    LS7        22708022  -26.00  -47.99 23.00       Female     NA     NA
## 4191    LS7        22708022  -75.21  -36.17 23.08       Female     NA     NA
## 4192    LS7        22708022  -98.86  -21.36 23.17       Female     NA     NA
## 4193    LS7        22708022  -56.76  -41.50 23.25       Female     NA     NA
## 4194    LS7        22708022  -25.82  -91.10 23.33       Female     NA     NA
## 4195    LS7        22708022  -45.79  -40.28 23.42       Female     NA     NA
## 4196    LS7        22708022  -75.35  -39.38 23.50       Female     NA     NA
## 4197    LS7        22708022  -20.64  -87.81 23.58       Female     NA     NA
## 4198    LS7        22708022  -84.91  -19.01 23.67       Female     NA     NA
## 4199    LS7        22708022  -81.38  -39.87 23.75       Female     NA     NA
## 4200    LS7        22708022 -100.03  -40.83 23.83       Female     NA     NA
## 4201    LS7        22708022  -40.64  -43.13 23.92       Female     NA     NA
## 4202    LS7        22708022  -61.77  -31.87 24.00       Female     NA     NA
## 4203    LS7        22708022  -22.37  -85.23 24.08       Female     NA     NA
## 4204    LS7        22708022  -49.23  -49.24 24.17       Female     NA     NA
## 4205    LS7        22708022  -37.81  -51.83 24.25       Female     NA     NA
## 4206    LS7        22708022  -76.64  -42.48 24.33       Female     NA     NA
## 4207    LS7        22708022  -56.70  -49.37 24.42       Female     NA     NA
## 4208    LS7        22708022  -85.27  -25.44 24.50       Female     NA     NA
## 4209    LS7        22708022 -109.58  -18.06 24.58       Female     NA     NA
## 4210    LS7        22708022  -24.89  -79.80 24.67       Female     NA     NA
## 4211    LS7        22708022  -47.57  -62.81 24.75       Female     NA     NA
## 4212    LS7        22708022  -10.61  -13.66 24.83       Female     NA     NA
## 4213    LS7        22708022  -33.60  -77.53 24.92       Female     NA     NA
## 4214    LS7        22708023  -10.28  -58.49 25.00       Female     NA     NA
## 4215    LS7        22708023  -80.79  -53.94 25.08       Female     NA     NA
## 4216    LS7        22708023  -74.27  -57.79 25.17       Female     NA     NA
## 4217    LS7        22708023  -29.97  -66.59 25.25       Female     NA     NA
## 4218    LS7        22708023  -75.06  -35.39 25.33       Female     NA     NA
## 4219    LS7        22708023  -47.58  -69.55 25.42       Female     NA     NA
## 4220    LS7        22708023 -109.40  -37.38 25.50       Female     NA     NA
## 4221    LS7        22708023  -44.92  -24.78 25.58       Female     NA     NA
## 4222    LS7        22708023  -26.26  -97.67 25.67       Female     NA     NA
## 4223    LS7        22708023  -31.87  -22.11 25.75       Female     NA     NA
## 4224    LS7        22708023  -19.05  -57.50 25.83       Female     NA     NA
## 4225    LS7        22708023 -102.21  -30.19 25.92       Female     NA     NA
## 4226    LS7        22708023  -68.17  -26.05 26.00       Female     NA     NA
## 4227    LS7        22708023  -83.19  -17.88 26.08       Female     NA     NA
## 4228    LS7        22708023  -12.17  -45.74 26.17       Female     NA     NA
## 4229    LS7        22708023  -36.26  -78.37 26.25       Female     NA     NA
## 4230    LS7        22708023  -59.31  -20.86 26.33       Female     NA     NA
## 4231    LS7        22708023  -76.13  -27.91 26.42       Female     NA     NA
## 4232    LS7        22708023  -79.33  -34.16 26.50       Female     NA     NA
## 4233    LS7        22708023  -32.63  -38.73 26.58       Female     NA     NA
## 4234    LS7        22708023  -74.03  -39.86 26.67       Female     NA     NA
## 4235    LS7        22708023  -29.63  -75.41 26.75       Female     NA     NA
## 4236    LS7        22708023  -24.22  -89.53 26.83       Female     NA     NA
## 4237    LS7        22708023  -22.89  -15.57 26.92       Female     NA     NA
## 4238    LS7        22708023  -10.95  -76.87 27.00       Female     NA     NA
## 4239    LS7        22708023  -30.13  -59.42 27.08       Female     NA     NA
## 4240    LS7        22708023  -62.63  -77.28 27.17       Female     NA     NA
## 4241    LS7        22708023  -35.01  -67.97 27.25       Female     NA     NA
## 4242    LS7        22708023  -95.80  -42.70 27.33       Female     NA     NA
## 4243    LS7        22708023  -94.60  -62.87 27.42       Female     NA     NA
## 4244    LS7        22708023  -44.68  -48.96 27.50       Female     NA     NA
## 4245    LS7        22708023   -9.55 -137.11 27.58       Female     NA     NA
## 4246    LS7        22708023  -33.89  -18.02 27.67       Female     NA     NA
## 4247    LS7        22708023  -72.84  -42.32 27.75       Female     NA     NA
## 4248    LS7        22708023   -9.65  -71.29 27.83       Female     NA     NA
## 4249    LS7        22708023  -11.56  -58.56 27.92       Female     NA     NA
## 4250    LS7        22708023 -114.86  -24.52 28.00       Female     NA     NA
## 4251    LS7        22708023  -36.53  -79.86 28.08       Female     NA     NA
## 4252    LS7        22708023  -73.78  -78.05 28.17       Female     NA     NA
## 4253    LS7        22708023  -61.24  -33.77 28.25       Female     NA     NA
## 4254    LS7        22708023  -76.97  -16.54 28.33       Female     NA     NA
## 4255    LS7        22708023  -25.14  -58.10 28.42       Female     NA     NA
## 4256    LS7        22708023  -26.77 -102.46 28.50       Female     NA     NA
## 4257    LS7        22708023  -10.32  -85.39 28.58       Female     NA     NA
## 4258    LS7        22708023  -76.67  -47.98 28.67       Female     NA     NA
## 4259    LS7        22708023  -54.38  -49.49 28.75       Female     NA     NA
## 4260    LS7        22708023  -14.90 -107.68 28.83       Female     NA     NA
## 4261    LS7        22708023  -26.31 -116.64 28.92       Female     NA     NA
## 4262    LS7        22708023  -88.97  -39.53 29.00       Female     NA     NA
## 4263    LS7        22708023  -14.19  -17.24 29.08       Female     NA     NA
## 4264    LS7        22708023  -58.30  -47.93 29.17       Female     NA     NA
## 4265    LS7        22708023  -63.36  -42.61 29.25       Female     NA     NA
## 4266    LS7        22708023  -87.57  -33.25 29.33       Female     NA     NA
## 4267    LS7        22708023  -17.67  -82.98 29.42       Female     NA     NA
## 4268    LS7        22708023  -27.98  -13.94 29.50       Female     NA     NA
## 4269    LS7        22708023  -46.34  -67.09 29.58       Female     NA     NA
## 4270    LS7        22708023  -14.01  -53.68 29.67       Female     NA     NA
## 4271    LS7        22708023  -74.30  -66.97 29.75       Female     NA     NA
## 4272    LS7        22708023  -63.66  -79.53 29.83       Female     NA     NA
## 4273    LS7        22708023  -36.40  -83.40 29.92       Female     NA     NA
## 4274    LS7        22708024  -56.13  -10.90 30.00       Female     NA     NA
## 4275    LS7        22708024  -94.16  -16.01 30.08       Female     NA     NA
## 4276    LS7        22708024  -17.80  -70.89 30.17       Female     NA     NA
## 4277    LS7        22708024  -60.13  -27.16 30.25       Female     NA     NA
## 4278    LS7        22708024  -86.27  -36.85 30.33       Female     NA     NA
## 4279    LS7        22708024  -45.20  -62.29 30.42       Female     NA     NA
## 4280    LS7        22708024 -124.07  -27.60 30.50       Female     NA     NA
## 4281    LS7        22708024  -99.08  -39.27 30.58       Female     NA     NA
## 4282    LS7        22708024  -66.24  -32.62 30.67       Female     NA     NA
## 4283    LS7        22708024  -33.15  -89.28 30.75       Female     NA     NA
## 4284    LS7        22708024  -58.93  -30.21 30.83       Female     NA     NA
## 4285    LS7        22708024  -21.49  -47.13 30.92       Female     NA     NA
## 4286    LS7        22708024 -122.39  -42.42 31.00       Female     NA     NA
## 4287    LS7        22708024  -35.21  -71.20 31.08       Female     NA     NA
## 4288    LS7        22708024  -55.69  -55.14 31.17       Female     NA     NA
## 4289    LS7        22708024 -110.11  -14.29 31.25       Female     NA     NA
## 4290    LS7        22708024  -95.72  -35.86 31.33       Female     NA     NA
## 4291    LS7        22708024 -110.29  -19.34 31.42       Female     NA     NA
## 4292    LS7        22708024  -50.94  -58.27 31.50       Female     NA     NA
## 4293    LS7        22708024  -66.98  -20.57 31.58       Female     NA     NA
## 4294    LS7        22708024  -69.64  -59.88 31.67       Female     NA     NA
## 4295    LS7        22708024   -9.47  -72.38 31.75       Female     NA     NA
## 4296    LS7        22708024   -9.35 -115.53 31.83       Female     NA     NA
## 4297    LS7        22708024  -45.38 -105.18 31.92       Female     NA     NA
## 4298    LS7        22708024  -89.60  -47.49 32.00       Female     NA     NA
## 4299    LS7        22708024  -91.62  -38.54 32.08       Female     NA     NA
## 4300    LS7        22708024  -34.34 -101.48 32.17       Female     NA     NA
## 4301    LS7        22708024  -86.65  -57.94 32.25       Female     NA     NA
## 4302    LS7        22708024  -83.39  -24.13 32.33       Female     NA     NA
## 4303    LS7        22708024 -117.12  -58.53 32.42       Female     NA     NA
## 4304    LS7        22708024 -108.36  -49.72 32.50       Female     NA     NA
## 4305    LS7        22708024 -101.45  -41.65 32.58       Female     NA     NA
## 4306    LS7        22708024  -88.55  -55.00 32.67       Female     NA     NA
## 4307    LS7        22708024 -107.04  -80.81 32.75       Female     NA     NA
## 4308    LS7        22708024  -31.72  -96.39 32.83       Female     NA     NA
## 4309    LS7        22708024 -122.01  -21.27 32.92       Female     NA     NA
## 4310    LS7        22708024  -42.99  -10.59 33.00       Female     NA     NA
## 4311    LS7        22708024  -86.41  -42.44 33.08       Female     NA     NA
## 4312    LS7        22708024  -56.23  -41.57 33.17       Female     NA     NA
## 4313    LS7        22708024  -32.52  -30.09 33.25       Female     NA     NA
## 4314    LS7        22708024 -107.94  -45.66 33.33       Female     NA     NA
## 4315    LS7        22708024   -9.91  -81.93 33.42       Female     NA     NA
## 4316    LS7        22708024  -51.09  -52.29 33.50       Female     NA     NA
## 4317    LS7        22708024 -105.89  -25.93 33.58       Female     NA     NA
## 4318    LS7        22708024  -81.10  -42.02 33.67       Female     NA     NA
## 4319    LS7        22708024  -80.63  -65.36 33.75       Female     NA     NA
## 4320    LS7        22708024 -100.73  -13.41 33.83       Female     NA     NA
## 4321    LS7        22708024  -81.89  -18.42 33.92       Female     NA     NA
## 4322    LS7        22708024  -91.41  -36.42 34.00       Female     NA     NA
## 4323    LS7        22708024  -64.36  -28.40 34.08       Female     NA     NA
## 4324    LS7        22708024 -104.68  -43.02 34.17       Female     NA     NA
## 4325    LS7        22708024  -53.56  -48.71 34.25       Female     NA     NA
## 4326    LS7        22708024 -104.33  -35.38 34.33       Female     NA     NA
## 4327    LS7        22708024  -47.57  -54.28 34.42       Female     NA     NA
## 4328    LS7        22708024  -52.74  -82.04 34.50       Female     NA     NA
## 4329    LS7        22708024  -52.47  -48.82 34.58       Female     NA     NA
## 4330    LS7        22708024  -50.54  -15.16 34.67       Female     NA     NA
## 4331    LS7        22708024  -47.44  -16.94 34.75       Female     NA     NA
## 4332    LS7        22708024 -106.15  -23.15 34.83       Female     NA     NA
## 4333    LS7        22708024  -23.02  -78.55 34.92       Female     NA     NA
## 4334    LS8        22709002  -20.20  -48.28  0.00       Female     NA     NA
## 4335    LS8        22709002   -5.37  -22.46  0.08       Female     NA     NA
## 4336    LS8        22709002  -16.14   -8.81  0.17       Female     NA     NA
## 4337    LS8        22709002  -23.99  -10.56  0.25       Female     NA     NA
## 4338    LS8        22709002  -30.73   -8.15  0.33       Female     NA     NA
## 4339    LS8        22709002  -18.42   -4.38  0.42       Female     NA     NA
## 4340    LS8        22709002  -27.71  -49.68  0.50       Female     NA     NA
## 4341    LS8        22709002  -26.27  -11.62  0.58       Female     NA     NA
## 4342    LS8        22709002  -16.54  -15.32  0.67       Female     NA     NA
## 4343    LS8        22709002   -6.38   -5.77  0.75       Female     NA     NA
## 4344    LS8        22709002   -6.06   -5.45  0.83       Female     NA     NA
## 4345    LS8        22709002  -26.60  -29.65  0.92       Female     NA     NA
## 4346    LS8        22709002  -10.00  -12.44  1.00       Female     NA     NA
## 4347    LS8        22709002   -6.30  -28.27  1.08       Female     NA     NA
## 4348    LS8        22709002   -7.42  -48.32  1.17       Female     NA     NA
## 4349    LS8        22709002  -12.63   -8.97  1.25       Female     NA     NA
## 4350    LS8        22709002  -32.99  -14.68  1.33       Female     NA     NA
## 4351    LS8        22709002  -17.86  -32.51  1.42       Female     NA     NA
## 4352    LS8        22709002  -15.38  -55.66  1.50       Female     NA     NA
## 4353    LS8        22709002   -2.38   -3.60  1.58       Female     NA     NA
## 4354    LS8        22709002  -13.09   -8.81  1.67       Female     NA     NA
## 4355    LS8        22709002  -31.47  -34.52  1.75       Female     NA     NA
## 4356    LS8        22709002  -14.75  -17.19  1.83       Female     NA     NA
## 4357    LS8        22709002  -20.59  -35.24  1.92       Female     NA     NA
## 4358    LS8        22709002  -22.90   -6.42  2.00       Female     NA     NA
## 4359    LS8        22709002  -20.03  -14.54  2.08       Female     NA     NA
## 4360    LS8        22709002  -16.55  -42.19  2.17       Female     NA     NA
## 4361    LS8        22709002  -33.22  -17.96  2.25       Female     NA     NA
## 4362    LS8        22709002  -31.62   -7.21  2.33       Female     NA     NA
## 4363    LS8        22709002  -21.97  -24.41  2.42       Female     NA     NA
## 4364    LS8        22709002  -41.14  -13.06  2.50       Female     NA     NA
## 4365    LS8        22709002  -31.18   -9.82  2.58       Female     NA     NA
## 4366    LS8        22709002  -16.82  -40.01  2.67       Female     NA     NA
## 4367    LS8        22709002   -7.11  -44.95  2.75       Female     NA     NA
## 4368    LS8        22709002  -18.02  -39.39  2.83       Female     NA     NA
## 4369    LS8        22709002   -4.71  -20.58  2.92       Female     NA     NA
## 4370    LS8        22709002  -46.02  -14.89  3.00       Female     NA     NA
## 4371    LS8        22709002  -55.68  -11.73  3.08       Female     NA     NA
## 4372    LS8        22709002   -9.32   -9.32  3.17       Female     NA     NA
## 4373    LS8        22709002  -13.40  -19.50  3.25       Female     NA     NA
## 4374    LS8        22709002  -17.92   -8.77  3.33       Female     NA     NA
## 4375    LS8        22709002  -22.40   -9.59  3.42       Female     NA     NA
## 4376    LS8        22709002  -40.63   -7.67  3.50       Female     NA     NA
## 4377    LS8        22709002   -4.43  -41.66  3.58       Female     NA     NA
## 4378    LS8        22709002   -4.79   -5.40  3.67       Female     NA     NA
## 4379    LS8        22709002   -9.89   -5.62  3.75       Female     NA     NA
## 4380    LS8        22709002  -12.60  -19.32  3.83       Female     NA     NA
## 4381    LS8        22709002  -13.62   -4.46  3.92       Female     NA     NA
## 4382    LS8        22709002  -36.65  -40.92  4.00       Female     NA     NA
## 4383    LS8        22709002   -6.27   -8.71  4.08       Female     NA     NA
## 4384    LS8        22709002  -35.93  -13.96  4.17       Female     NA     NA
## 4385    LS8        22709002  -37.73   -5.38  4.25       Female     NA     NA
## 4386    LS8        22709002   -2.16  -17.42  4.33       Female     NA     NA
## 4387    LS8        22709002   -5.97  -13.29  4.42       Female     NA     NA
## 4388    LS8        22709002  -54.08   -9.52  4.50       Female     NA     NA
## 4389    LS8        22709002   -7.93  -29.30  4.58       Female     NA     NA
## 4390    LS8        22709002   -9.40   -5.13  4.67       Female     NA     NA
## 4391    LS8        22709002   -5.93  -35.84  4.75       Female     NA     NA
## 4392    LS8        22709002  -39.36   -5.79  4.83       Female     NA     NA
## 4393    LS8        22709002  -10.68  -22.28  4.92       Female     NA     NA
## 4394    LS8        22709004  -61.75  -39.16  5.00       Female     NA     NA
## 4395    LS8        22709004  -36.83  -46.57  5.08       Female     NA     NA
## 4396    LS8        22709004  -16.47   -9.74  5.17       Female     NA     NA
## 4397    LS8        22709004  -48.73  -48.72  5.25       Female     NA     NA
## 4398    LS8        22709004   -6.35  -60.62  5.33       Female     NA     NA
## 4399    LS8        22709004  -61.85  -27.08  5.42       Female     NA     NA
## 4400    LS8        22709004  -14.22  -34.96  5.50       Female     NA     NA
## 4401    LS8        22709004   -4.48   -8.69  5.58       Female     NA     NA
## 4402    LS8        22709004  -31.05  -18.22  5.67       Female     NA     NA
## 4403    LS8        22709004   -6.66  -21.28  5.75       Female     NA     NA
## 4404    LS8        22709004  -71.37  -14.59  5.83       Female     NA     NA
## 4405    LS8        22709004   -3.61  -15.22  5.92       Female     NA     NA
## 4406    LS8        22709004  -14.18  -32.50  6.00       Female     NA     NA
## 4407    LS8        22709004   -3.21   -9.35  6.08       Female     NA     NA
## 4408    LS8        22709004  -10.25  -15.72  6.17       Female     NA     NA
## 4409    LS8        22709004  -44.61  -14.75  6.25       Female     NA     NA
## 4410    LS8        22709004   -5.04  -37.40  6.33       Female     NA     NA
## 4411    LS8        22709004  -50.25  -28.91  6.42       Female     NA     NA
## 4412    LS8        22709004  -47.19  -28.27  6.50       Female     NA     NA
## 4413    LS8        22709004  -52.20  -30.22  6.58       Female     NA     NA
## 4414    LS8        22709004   -9.59  -18.10  6.67       Female     NA     NA
## 4415    LS8        22709004  -13.14  -55.26  6.75       Female     NA     NA
## 4416    LS8        22709004  -27.42  -18.86  6.83       Female     NA     NA
## 4417    LS8        22709004   -7.89   -8.53  6.92       Female     NA     NA
## 4418    LS8        22709004  -53.97   -4.53  7.00       Female     NA     NA
## 4419    LS8        22709004   -7.35  -18.33  7.08       Female     NA     NA
## 4420    LS8        22709004  -30.07  -22.76  7.17       Female     NA     NA
## 4421    LS8        22709004  -11.33  -11.34  7.25       Female     NA     NA
## 4422    LS8        22709004  -43.86  -13.37  7.33       Female     NA     NA
## 4423    LS8        22709004  -53.26  -11.15  7.42       Female     NA     NA
## 4424    LS8        22709004  -28.02  -19.48  7.50       Female     NA     NA
## 4425    LS8        22709004  -51.35   -6.82  7.58       Female     NA     NA
## 4426    LS8        22709004   -4.69  -87.68  7.67       Female     NA     NA
## 4427    LS8        22709004  -34.70  -13.97  7.75       Female     NA     NA
## 4428    LS8        22709004  -44.77    6.02  7.83       Female     NA     NA
## 4429    LS8        22709004  -21.79  -57.79  7.92       Female     NA     NA
## 4430    LS8        22709004  -31.23  -40.37  8.00       Female     NA     NA
## 4431    LS8        22709004   -4.69  -37.05  8.08       Female     NA     NA
## 4432    LS8        22709004  -54.57  -30.77  8.17       Female     NA     NA
## 4433    LS8        22709004   -6.23   -3.15  8.25       Female     NA     NA
## 4434    LS8        22709004  -44.77  -28.91  8.33       Female     NA     NA
## 4435    LS8        22709004  -39.38  -10.72  8.42       Female     NA     NA
## 4436    LS8        22709004   -6.47  -19.88  8.50       Female     NA     NA
## 4437    LS8        22709004   -3.13  -21.45  8.58       Female     NA     NA
## 4438    LS8        22709004  -24.82   -7.77  8.67       Female     NA     NA
## 4439    LS8        22709004  -34.72  -32.90  8.75       Female     NA     NA
## 4440    LS8        22709004  -24.21   -3.46  8.83       Female     NA     NA
## 4441    LS8        22709004  -42.53  -15.68  8.92       Female     NA     NA
## 4442    LS8        22709004    1.61  -21.54  9.00       Female     NA     NA
## 4443    LS8        22709004  -28.95  -40.52  9.08       Female     NA     NA
## 4444    LS8        22709004   -3.57  -12.71  9.17       Female     NA     NA
## 4445    LS8        22709004  -18.86   -3.56  9.25       Female     NA     NA
## 4446    LS8        22709004  -43.70  -55.30  9.33       Female     NA     NA
## 4447    LS8        22709004  -15.99  -41.63  9.42       Female     NA     NA
## 4448    LS8        22709004  -20.72   -2.36  9.50       Female     NA     NA
## 4449    LS8        22709004  -11.39  -66.42  9.58       Female     NA     NA
## 4450    LS8        22709004  -54.34    1.89  9.67       Female     NA     NA
## 4451    LS8        22709004   -8.80   -7.57  9.75       Female     NA     NA
## 4452    LS8        22709004  -72.11   -3.73  9.83       Female     NA     NA
## 4453    LS8        22709004  -34.12   -9.68  9.92       Female     NA     NA
## 4454    LS8        22709005  -60.86  -18.13 10.00       Female     NA     NA
## 4455    LS8        22709005  -11.99   -2.23 10.08       Female     NA     NA
## 4456    LS8        22709005  -53.13  -12.84 10.17       Female     NA     NA
## 4457    LS8        22709005  -57.01   -6.35 10.25       Female     NA     NA
## 4458    LS8        22709005  -39.99  -21.07 10.33       Female     NA     NA
## 4459    LS8        22709005  -12.51  -64.39 10.42       Female     NA     NA
## 4460    LS8        22709005  -15.88   -7.33 10.50       Female     NA     NA
## 4461    LS8        22709005  -59.37  -17.87 10.58       Female     NA     NA
## 4462    LS8        22709005  -10.56  -66.71 10.67       Female     NA     NA
## 4463    LS8        22709005  -17.93  -14.27 10.75       Female     NA     NA
## 4464    LS8        22709005  -30.32   -8.35 10.83       Female     NA     NA
## 4465    LS8        22709005  -65.20  -12.71 10.92       Female     NA     NA
## 4466    LS8        22709005  -21.77   -7.12 11.00       Female     NA     NA
## 4467    LS8        22709005   -6.44  -30.86 11.08       Female     NA     NA
## 4468    LS8        22709005  -45.44   -0.27 11.17       Female     NA     NA
## 4469    LS8        22709005  -21.54   -8.72 11.25       Female     NA     NA
## 4470    LS8        22709005  -24.46  -24.46 11.33       Female     NA     NA
## 4471    LS8        22709005  -32.07   -4.60 11.42       Female     NA     NA
## 4472    LS8        22709005  -49.64  -17.30 11.50       Female     NA     NA
## 4473    LS8        22709005    1.53  -16.78 11.58       Female     NA     NA
## 4474    LS8        22709005  -82.27  -27.95 11.67       Female     NA     NA
## 4475    LS8        22709005  -35.77  -10.13 11.75       Female     NA     NA
## 4476    LS8        22709005  -15.68  -51.69 11.83       Female     NA     NA
## 4477    LS8        22709005   -7.51  -53.90 11.92       Female     NA     NA
## 4478    LS8        22709005  -36.20  -10.56 12.00       Female     NA     NA
## 4479    LS8        22709005  -23.77  -28.04 12.08       Female     NA     NA
## 4480    LS8        22709005  -21.45   -4.97 12.17       Female     NA     NA
## 4481    LS8        22709005  -42.42  -11.90 12.25       Female     NA     NA
## 4482    LS8        22709005  -43.35  -39.69 12.33       Female     NA     NA
## 4483    LS8        22709005  -50.85   -7.51 12.42       Female     NA     NA
## 4484    LS8        22709005  -13.28  -18.16 12.50       Female     NA     NA
## 4485    LS8        22709005  -38.40  -18.26 12.58       Female     NA     NA
## 4486    LS8        22709005  -14.02   -7.92 12.67       Female     NA     NA
## 4487    LS8        22709005   -8.67  -10.50 12.75       Female     NA     NA
## 4488    LS8        22709005  -20.56  -14.46 12.83       Female     NA     NA
## 4489    LS8        22709005  -60.40   -7.30 12.92       Female     NA     NA
## 4490    LS8        22709005  -54.00  -13.10 13.00       Female     NA     NA
## 4491    LS8        22709005  -13.48   -3.11 13.08       Female     NA     NA
## 4492    LS8        22709005  -39.63   -3.01 13.17       Female     NA     NA
## 4493    LS8        22709005   -7.55  -53.94 13.25       Female     NA     NA
## 4494    LS8        22709005   -5.49  -25.02 13.33       Female     NA     NA
## 4495    LS8        22709005  -58.93  -11.33 13.42       Female     NA     NA
## 4496    LS8        22709005  -29.75  -19.99 13.50       Female     NA     NA
## 4497    LS8        22709005  -12.43  -57.60 13.58       Female     NA     NA
## 4498    LS8        22709005  -18.10  -25.42 13.67       Female     NA     NA
## 4499    LS8        22709005  -56.02   -9.63 13.75       Female     NA     NA
## 4500    LS8        22709005  -14.66   -6.11 13.83       Female     NA     NA
## 4501    LS8        22709005  -38.86  -32.14 13.92       Female     NA     NA
## 4502    LS8        22709005  -13.32   -7.83 14.00       Female     NA     NA
## 4503    LS8        22709005  -31.49  -35.76 14.08       Female     NA     NA
## 4504    LS8        22709005   -7.66  -16.81 14.17       Female     NA     NA
## 4505    LS8        22709005   -2.42   -3.64 14.25       Female     NA     NA
## 4506    LS8        22709005  -48.15   -9.08 14.33       Female     NA     NA
## 4507    LS8        22709005  -24.95  -14.58 14.42       Female     NA     NA
## 4508    LS8        22709005  -17.14   -4.94 14.50       Female     NA     NA
## 4509    LS8        22709005  -28.83  -13.57 14.58       Female     NA     NA
## 4510    LS8        22709005   -5.55   -4.94 14.67       Female     NA     NA
## 4511    LS8        22709005   -6.68  -16.44 14.75       Female     NA     NA
## 4512    LS8        22709005  -26.76  -57.88 14.83       Female     NA     NA
## 4513    LS8        22709005  -18.51  -41.09 14.92       Female     NA     NA
## 4514    LS8        22709006  -15.61   -5.23 15.00       Female     NA     NA
## 4515    LS8        22709006  -39.47  -13.22 15.08       Female     NA     NA
## 4516    LS8        22709006  -14.56  -20.66 15.17       Female     NA     NA
## 4517    LS8        22709006  -10.82  -12.66 15.25       Female     NA     NA
## 4518    LS8        22709006  -17.14   -7.38 15.33       Female     NA     NA
## 4519    LS8        22709006   -4.09  -12.03 15.42       Female     NA     NA
## 4520    LS8        22709006  -20.81  -15.93 15.50       Female     NA     NA
## 4521    LS8        22709006  -12.04   -6.54 15.58       Female     NA     NA
## 4522    LS8        22709006  -57.62  -17.95 15.67       Female     NA     NA
## 4523    LS8        22709006  -61.66  -34.81 15.75       Female     NA     NA
## 4524    LS8        22709006   -3.50  -12.66 15.83       Female     NA     NA
## 4525    LS8        22709006   -6.64   -7.25 15.92       Female     NA     NA
## 4526    LS8        22709006   -8.02  -16.56 16.00       Female     NA     NA
## 4527    LS8        22709006  -12.61  -72.43 16.08       Female     NA     NA
## 4528    LS8        22709006  -32.41  -15.93 16.17       Female     NA     NA
## 4529    LS8        22709006  -46.81  -11.41 16.25       Female     NA     NA
## 4530    LS8        22709006  -34.28   -8.03 16.33       Female     NA     NA
## 4531    LS8        22709006  -58.60  -47.01 16.42       Female     NA     NA
## 4532    LS8        22709006  -57.73  -10.74 16.50       Female     NA     NA
## 4533    LS8        22709006   -4.70  -39.49 16.58       Female     NA     NA
## 4534    LS8        22709006  -25.99  -30.88 16.67       Female     NA     NA
## 4535    LS8        22709006  -26.34  -16.58 16.75       Female     NA     NA
## 4536    LS8        22709006  -48.67  -34.02 16.83       Female     NA     NA
## 4537    LS8        22709006  -20.29   -5.03 16.92       Female     NA     NA
## 4538    LS8        22709006   -4.94  -38.51 17.00       Female     NA     NA
## 4539    LS8        22709006  -16.18   -8.25 17.08       Female     NA     NA
## 4540    LS8        22709006   -8.04  -30.01 17.17       Female     NA     NA
## 4541    LS8        22709006  -18.18   -4.15 17.25       Female     NA     NA
## 4542    LS8        22709006   -7.04  -48.54 17.33       Female     NA     NA
## 4543    LS8        22709006  -57.87  -10.87 17.42       Female     NA     NA
## 4544    LS8        22709006  -16.98  -17.59 17.50       Female     NA     NA
## 4545    LS8        22709006   -8.26  -33.28 17.58       Female     NA     NA
## 4546    LS8        22709006   -2.93  -62.13 17.67       Female     NA     NA
## 4547    LS8        22709006  -69.39  -49.25 17.75       Female     NA     NA
## 4548    LS8        22709006  -36.41  -19.93 17.83       Female     NA     NA
## 4549    LS8        22709006  -33.31  -24.15 17.92       Female     NA     NA
## 4550    LS8        22709006  -13.70   -8.20 18.00       Female     NA     NA
## 4551    LS8        22709006  -32.66  -11.30 18.08       Female     NA     NA
## 4552    LS8        22709006   -5.82  -27.18 18.17       Female     NA     NA
## 4553    LS8        22709006   -3.11  -28.14 18.25       Female     NA     NA
## 4554    LS8        22709006  -11.52   -9.08 18.33       Female     NA     NA
## 4555    LS8        22709006   -3.70  -17.13 18.42       Female     NA     NA
## 4556    LS8        22709006  -19.39  -32.21 18.50       Female     NA     NA
## 4557    LS8        22709006   -7.41   -6.80 18.58       Female     NA     NA
## 4558    LS8        22709006  -38.21  -16.24 18.67       Female     NA     NA
## 4559    LS8        22709006  -32.22  -22.46 18.75       Female     NA     NA
## 4560    LS8        22709006  -22.77  -34.37 18.83       Female     NA     NA
## 4561    LS8        22709006   -2.81  -23.56 18.92       Female     NA     NA
## 4562    LS8        22709006  -81.02   -9.60 19.00       Female     NA     NA
## 4563    LS8        22709006  -25.59  -28.64 19.08       Female     NA     NA
## 4564    LS8        22709006   -8.84  -10.06 19.17       Female     NA     NA
## 4565    LS8        22709006  -62.73  -22.45 19.25       Female     NA     NA
## 4566    LS8        22709006   -9.16  -25.03 19.33       Female     NA     NA
## 4567    LS8        22709006   -5.69   -5.08 19.42       Female     NA     NA
## 4568    LS8        22709006   -5.96  -46.85 19.50       Female     NA     NA
## 4569    LS8        22709006   -7.81  -16.96 19.58       Female     NA     NA
## 4570    LS8        22709006   -4.44   -9.94 19.67       Female     NA     NA
## 4571    LS8        22709006  -47.59  -11.58 19.75       Female     NA     NA
## 4572    LS8        22709006  -43.20  -23.67 19.83       Female     NA     NA
## 4573    LS8        22709006   -8.69   -8.08 19.92       Female     NA     NA
## 4574    LS8        22709007  -36.88   -8.81 20.00       Female     NA     NA
## 4575    LS8        22709007  -15.78  -29.82 20.08       Female     NA     NA
## 4576    LS8        22709007  -19.51   -4.25 20.17       Female     NA     NA
## 4577    LS8        22709007  -12.07  -32.82 20.25       Female     NA     NA
## 4578    LS8        22709007   -6.10  -22.58 20.33       Female     NA     NA
## 4579    LS8        22709007  -14.63   -9.14 20.42       Female     NA     NA
## 4580    LS8        22709007   -7.88  -23.75 20.50       Female     NA     NA
## 4581    LS8        22709007   -6.78  -34.85 20.58       Female     NA     NA
## 4582    LS8        22709007   -8.30  -36.38 20.67       Female     NA     NA
## 4583    LS8        22709007  -13.89  -32.21 20.75       Female     NA     NA
## 4584    LS8        22709007   -2.84  -45.56 20.83       Female     NA     NA
## 4585    LS8        22709007   -3.64  -16.45 20.92       Female     NA     NA
## 4586    LS8        22709007  -18.29   -7.31 21.00       Female     NA     NA
## 4587    LS8        22709007   -6.83   -7.44 21.08       Female     NA     NA
## 4588    LS8        22709007  -56.28  -12.33 21.17       Female     NA     NA
## 4589    LS8        22709007   -7.08  -22.95 21.25       Female     NA     NA
## 4590    LS8        22709007   -3.65  -15.25 21.33       Female     NA     NA
## 4591    LS8        22709007   -5.77   -9.43 21.42       Female     NA     NA
## 4592    LS8        22709007  -27.98   -6.62 21.50       Female     NA     NA
## 4593    LS8        22709007   -2.79  -55.89 21.58       Female     NA     NA
## 4594    LS8        22709007   -4.99   -6.82 21.67       Female     NA     NA
## 4595    LS8        22709007  -24.36  -39.62 21.75       Female     NA     NA
## 4596    LS8        22709007  -46.02  -10.01 21.83       Female     NA     NA
## 4597    LS8        22709007   -3.68  -24.43 21.92       Female     NA     NA
## 4598    LS8        22709007   -2.99   -2.38 22.00       Female     NA     NA
## 4599    LS8        22709007  -44.53  -10.35 22.08       Female     NA     NA
## 4600    LS8        22709007  -65.99  -18.99 22.17       Female     NA     NA
## 4601    LS8        22709007   -4.55  -30.80 22.25       Female     NA     NA
## 4602    LS8        22709007   -3.47  -22.39 22.33       Female     NA     NA
## 4603    LS8        22709007   -7.23  -18.83 22.42       Female     NA     NA
## 4604    LS8        22709007   -6.22  -14.77 22.50       Female     NA     NA
## 4605    LS8        22709007   -4.43   -5.04 22.58       Female     NA     NA
## 4606    LS8        22709007   -4.14  -23.67 22.67       Female     NA     NA
## 4607    LS8        22709007   -6.59   -9.64 22.75       Female     NA     NA
## 4608    LS8        22709007  -17.45   -7.07 22.83       Female     NA     NA
## 4609    LS8        22709007  -17.28  -31.32 22.92       Female     NA     NA
## 4610    LS8        22709007  -15.03  -30.28 23.00       Female     NA     NA
## 4611    LS8        22709007  -55.73  -18.50 23.08       Female     NA     NA
## 4612    LS8        22709007  -46.04   -6.97 23.17       Female     NA     NA
## 4613    LS8        22709007  -37.45   -8.15 23.25       Female     NA     NA
## 4614    LS8        22709007   -1.14  -23.72 23.33       Female     NA     NA
## 4615    LS8        22709007   -8.28  -43.07 23.42       Female     NA     NA
## 4616    LS8        22709007  -52.19  -57.07 23.50       Female     NA     NA
## 4617    LS8        22709007  -46.47    1.14 23.58       Female     NA     NA
## 4618    LS8        22709007  -19.89   -9.51 23.67       Female     NA     NA
## 4619    LS8        22709007   -5.59  -59.91 23.75       Female     NA     NA
## 4620    LS8        22709007  -21.61  -32.60 23.83       Female     NA     NA
## 4621    LS8        22709007  -28.34   -6.36 23.92       Female     NA     NA
## 4622    LS8        22709007  -11.42  -21.18 24.00       Female     NA     NA
## 4623    LS8        22709007   -5.62  -29.42 24.08       Female     NA     NA
## 4624    LS8        22709007   -6.07   -4.24 24.17       Female     NA     NA
## 4625    LS8        22709007   -8.63  -19.00 24.25       Female     NA     NA
## 4626    LS8        22709007  -14.16  -25.15 24.33       Female     NA     NA
## 4627    LS8        22709007  -50.50  -29.14 24.42       Female     NA     NA
## 4628    LS8        22709007  -18.89  -18.89 24.50       Female     NA     NA
## 4629    LS8        22709007  -10.67  -38.14 24.58       Female     NA     NA
## 4630    LS8        22709007  -22.95  -16.24 24.67       Female     NA     NA
## 4631    LS8        22709007  -25.50  -29.77 24.75       Female     NA     NA
## 4632    LS8        22709007  -21.43  -34.24 24.83       Female     NA     NA
## 4633    LS8        22709007  -42.42  -19.84 24.92       Female     NA     NA
## 4634    LS8        22709008   -5.60  -14.76 25.00       Female     NA     NA
## 4635    LS8        22709008   -2.86   -4.08 25.08       Female     NA     NA
## 4636    LS8        22709008   -4.78  -55.43 25.17       Female     NA     NA
## 4637    LS8        22709008   -3.40   -3.40 25.25       Female     NA     NA
## 4638    LS8        22709008  -16.54  -15.93 25.33       Female     NA     NA
## 4639    LS8        22709008   -5.87  -17.47 25.42       Female     NA     NA
## 4640    LS8        22709008   -7.70  -19.91 25.50       Female     NA     NA
## 4641    LS8        22709008   -6.09  -47.60 25.58       Female     NA     NA
## 4642    LS8        22709008  -15.38  -28.20 25.67       Female     NA     NA
## 4643    LS8        22709008   -9.09  -27.40 25.75       Female     NA     NA
## 4644    LS8        22709008  -34.03  -23.65 25.83       Female     NA     NA
## 4645    LS8        22709008  -19.75  -13.64 25.92       Female     NA     NA
## 4646    LS8        22709008   -5.20  -10.69 26.00       Female     NA     NA
## 4647    LS8        22709008   -5.15  -10.65 26.08       Female     NA     NA
## 4648    LS8        22709008   -8.77  -10.60 26.17       Female     NA     NA
## 4649    LS8        22709008  -23.89   -8.02 26.25       Female     NA     NA
## 4650    LS8        22709008  -11.36  -32.12 26.33       Female     NA     NA
## 4651    LS8        22709008  -13.89  -25.49 26.42       Female     NA     NA
## 4652    LS8        22709008  -22.55   -8.51 26.50       Female     NA     NA
## 4653    LS8        22709008  -34.79   -7.93 26.58       Female     NA     NA
## 4654    LS8        22709008   -6.51  -13.83 26.67       Female     NA     NA
## 4655    LS8        22709008   -2.68  -52.12 26.75       Female     NA     NA
## 4656    LS8        22709008  -18.33  -29.31 26.83       Female     NA     NA
## 4657    LS8        22709008   -4.67  -74.25 26.92       Female     NA     NA
## 4658    LS8        22709008  -69.13   -3.82 27.00       Female     NA     NA
## 4659    LS8        22709008  -56.08  -20.68 27.08       Female     NA     NA
## 4660    LS8        22709008  -13.78  -17.44 27.17       Female     NA     NA
## 4661    LS8        22709008  -23.06   -5.97 27.25       Female     NA     NA
## 4662    LS8        22709008  -26.38   -3.19 27.33       Female     NA     NA
## 4663    LS8        22709008  -10.17  -68.15 27.42       Female     NA     NA
## 4664    LS8        22709008  -14.64  -32.95 27.50       Female     NA     NA
## 4665    LS8        22709008   -4.83  -54.88 27.58       Female     NA     NA
## 4666    LS8        22709008  -25.77  -32.48 27.67       Female     NA     NA
## 4667    LS8        22709008  -14.32  -10.04 27.75       Female     NA     NA
## 4668    LS8        22709008  -35.25  -23.65 27.83       Female     NA     NA
## 4669    LS8        22709008  -10.86   -6.59 27.92       Female     NA     NA
## 4670    LS8        22709008  -26.97  -49.56 28.00       Female     NA     NA
## 4671    LS8        22709008  -36.29   -5.16 28.08       Female     NA     NA
## 4672    LS8        22709008   -4.91  -20.78 28.17       Female     NA     NA
## 4673    LS8        22709008  -48.96  -20.28 28.25       Female     NA     NA
## 4674    LS8        22709008   -3.65  -41.49 28.33       Female     NA     NA
## 4675    LS8        22709008  -23.27  -36.09 28.42       Female     NA     NA
## 4676    LS8        22709008  -38.59   -1.97 28.50       Female     NA     NA
## 4677    LS8        22709008   -3.25  -42.31 28.58       Female     NA     NA
## 4678    LS8        22709008   -2.39   -4.83 28.67       Female     NA     NA
## 4679    LS8        22709008  -85.67  -26.47 28.75       Female     NA     NA
## 4680    LS8        22709008   -5.24   -4.63 28.83       Female     NA     NA
## 4681    LS8        22709008   -7.80  -43.20 28.92       Female     NA     NA
## 4682    LS8        22709008  -36.23  -21.58 29.00       Female     NA     NA
## 4683    LS8        22709008   -5.87  -37.61 29.08       Female     NA     NA
## 4684    LS8        22709008   -5.47   -7.30 29.17       Female     NA     NA
## 4685    LS8        22709008  -50.02  -21.95 29.25       Female     NA     NA
## 4686    LS8        22709008  -23.81  -22.59 29.33       Female     NA     NA
## 4687    LS8        22709008   -3.98  -28.39 29.42       Female     NA     NA
## 4688    LS8        22709008  -26.95  -55.02 29.50       Female     NA     NA
## 4689    LS8        22709008   -9.74  -29.27 29.58       Female     NA     NA
## 4690    LS8        22709008   -6.40  -40.58 29.67       Female     NA     NA
## 4691    LS8        22709008  -21.60  -53.95 29.75       Female     NA     NA
## 4692    LS8        22709008  -50.12  -18.99 29.83       Female     NA     NA
## 4693    LS8        22709008   -8.02  -52.58 29.92       Female     NA     NA
## 4694    LS8        22709009  -33.83   -6.98 30.00       Female     NA     NA
## 4695    LS8        22709009   -4.32  -33.00 30.08       Female     NA     NA
## 4696    LS8        22709009  -48.74   -7.84 30.17       Female     NA     NA
## 4697    LS8        22709009   -3.68  -39.69 30.25       Female     NA     NA
## 4698    LS8        22709009  -36.43  -46.81 30.33       Female     NA     NA
## 4699    LS8        22709009  -20.04  -10.89 30.42       Female     NA     NA
## 4700    LS8        22709009   -3.95  -14.94 30.50       Female     NA     NA
## 4701    LS8        22709009  -32.11   -7.70 30.58       Female     NA     NA
## 4702    LS8        22709009   -1.96  -23.93 30.67       Female     NA     NA
## 4703    LS8        22709009  -15.98  -39.78 30.75       Female     NA     NA
## 4704    LS8        22709009   -0.98   -8.92 30.83       Female     NA     NA
## 4705    LS8        22709009  -25.29   -4.54 30.92       Female     NA     NA
## 4706    LS8        22709009   -3.84  -81.97 31.00       Female     NA     NA
## 4707    LS8        22709009   -7.58  -10.63 31.08       Female     NA     NA
## 4708    LS8        22709009   -7.89  -21.93 31.17       Female     NA     NA
## 4709    LS8        22709009  -45.31  -52.03 31.25       Female     NA     NA
## 4710    LS8        22709009   -3.58  -62.78 31.33       Female     NA     NA
## 4711    LS8        22709009  -33.60  -25.05 31.42       Female     NA     NA
## 4712    LS8        22709009  -36.87  -35.04 31.50       Female     NA     NA
## 4713    LS8        22709009   -5.72  -37.46 31.58       Female     NA     NA
## 4714    LS8        22709009  -26.47  -26.47 31.67       Female     NA     NA
## 4715    LS8        22709009   -5.97  -53.57 31.75       Female     NA     NA
## 4716    LS8        22709009  -32.33  -13.41 31.83       Female     NA     NA
## 4717    LS8        22709009   -3.36  -11.30 31.92       Female     NA     NA
## 4718    LS8        22709009   -4.05   -8.33 32.00       Female     NA     NA
## 4719    LS8        22709009   -4.35   -7.41 32.08       Female     NA     NA
## 4720    LS8        22709009  -18.88  -10.94 32.17       Female     NA     NA
## 4721    LS8        22709009   -5.56  -20.21 32.25       Female     NA     NA
## 4722    LS8        22709009   -4.96  -15.34 32.33       Female     NA     NA
## 4723    LS8        22709009   -3.80   -5.02 32.42       Female     NA     NA
## 4724    LS8        22709009  -13.62  -66.11 32.50       Female     NA     NA
## 4725    LS8        22709009   -6.70   -6.09 32.58       Female     NA     NA
## 4726    LS8        22709009  -32.89  -32.89 32.67       Female     NA     NA
## 4727    LS8        22709009   -3.73   -9.22 32.75       Female     NA     NA
## 4728    LS8        22709009   -2.51  -17.16 32.83       Female     NA     NA
## 4729    LS8        22709009  -24.81   -3.45 32.92       Female     NA     NA
## 4730    LS8        22709009   -4.83   -8.49 33.00       Female     NA     NA
## 4731    LS8        22709009  -36.60   -3.03 33.08       Female     NA     NA
## 4732    LS8        22709009   -4.65   -6.48 33.17       Female     NA     NA
## 4733    LS8        22709009  -10.06   -5.78 33.25       Female     NA     NA
## 4734    LS8        22709009   -3.73   -3.73 33.33       Female     NA     NA
## 4735    LS8        22709009   -3.90   -3.90 33.42       Female     NA     NA
## 4736    LS8        22709009  -13.57  -31.88 33.50       Female     NA     NA
## 4737    LS8        22709009   -7.20  -23.68 33.58       Female     NA     NA
## 4738    LS8        22709009   -6.57   -7.18 33.67       Female     NA     NA
## 4739    LS8        22709009   -1.46   -5.12 33.75       Female     NA     NA
## 4740    LS8        22709009   -6.50  -10.16 33.83       Female     NA     NA
## 4741    LS8        22709009  -21.01   -5.75 33.92       Female     NA     NA
## 4742    LS8        22709009   -5.79   -3.35 34.00       Female     NA     NA
## 4743    LS8        22709009   -3.73  -29.36 34.08       Female     NA     NA
## 4744    LS8        22709009   -8.39  -67.59 34.17       Female     NA     NA
## 4745    LS8        22709009  -21.21   -3.51 34.25       Female     NA     NA
## 4746    LS8        22709009  -47.94  -36.96 34.33       Female     NA     NA
## 4747    LS8        22709009   -1.27   -4.93 34.42       Female     NA     NA
## 4748    LS8        22709009  -15.20  -13.98 34.50       Female     NA     NA
## 4749    LS8        22709009  -23.70   -6.00 34.58       Female     NA     NA
## 4750    LS8        22709009   -7.82   -6.60 34.67       Female     NA     NA
## 4751    LS8        22709009  -53.61   -4.17 34.75       Female     NA     NA
## 4752    LS8        22709009    0.39   -0.22 34.83       Female     NA     NA
## 4753    LS8        22709009   -7.12   -7.73 34.92       Female     NA     NA
## 4754    LS9        22709016  -53.60  -44.45  0.00       Female     NA     NA
## 4755    LS9        22709016  -44.61  -40.34  0.08       Female     NA     NA
## 4756    LS9        22709016   -9.59  -35.84  0.17       Female     NA     NA
## 4757    LS9        22709016    2.16  -43.01  0.25       Female     NA     NA
## 4758    LS9        22709016   -5.74   -4.52  0.33       Female     NA     NA
## 4759    LS9        22709016  -22.41  -47.43  0.42       Female     NA     NA
## 4760    LS9        22709016   -7.15  -50.49  0.50       Female     NA     NA
## 4761    LS9        22709016  -15.46  -33.16  0.58       Female     NA     NA
## 4762    LS9        22709016  -11.73  -20.28  0.67       Female     NA     NA
## 4763    LS9        22709016  -18.82  -12.11  0.75       Female     NA     NA
## 4764    LS9        22709016  -17.64  -37.17  0.83       Female     NA     NA
## 4765    LS9        22709016  -15.45  -16.06  0.92       Female     NA     NA
## 4766    LS9        22709016   -9.87  -31.84  1.00       Female     NA     NA
## 4767    LS9        22709016  -41.29  -10.16  1.08       Female     NA     NA
## 4768    LS9        22709016  -16.02  -39.83  1.17       Female     NA     NA
## 4769    LS9        22709016  -28.40    2.72  1.25       Female     NA     NA
## 4770    LS9        22709016  -38.34  -37.12  1.33       Female     NA     NA
## 4771    LS9        22709016  -23.00  -41.31  1.42       Female     NA     NA
## 4772    LS9        22709016  -50.43  -36.39  1.50       Female     NA     NA
## 4773    LS9        22709016  -24.21  -37.03  1.58       Female     NA     NA
## 4774    LS9        22709016  -14.41  -51.64  1.67       Female     NA     NA
## 4775    LS9        22709016  -27.48    0.59  1.75       Female     NA     NA
## 4776    LS9        22709016  -22.57  -21.96  1.83       Female     NA     NA
## 4777    LS9        22709016  -31.44  -72.33  1.92       Female     NA     NA
## 4778    LS9        22709016  -10.14  -70.56  2.00       Female     NA     NA
## 4779    LS9        22709016  -50.19  -21.50  2.08       Female     NA     NA
## 4780    LS9        22709016  -63.63  -36.17  2.17       Female     NA     NA
## 4781    LS9        22709016   -6.41  -19.23  2.25       Female     NA     NA
## 4782    LS9        22709016  -84.09  -14.51  2.33       Female     NA     NA
## 4783    LS9        22709016  -67.80  -34.23  2.42       Female     NA     NA
## 4784    LS9        22709016  -69.49   -5.40  2.50       Female     NA     NA
## 4785    LS9        22709016  -52.27  -40.06  2.58       Female     NA     NA
## 4786    LS9        22709016   -2.36  -65.23  2.67       Female     NA     NA
## 4787    LS9        22709016  -65.17   -5.36  2.75       Female     NA     NA
## 4788    LS9        22709016   -2.40  -10.94  2.83       Female     NA     NA
## 4789    LS9        22709016    0.88   -7.66  2.92       Female     NA     NA
## 4790    LS9        22709016  -13.09  -35.67  3.00       Female     NA     NA
## 4791    LS9        22709016  -26.70   -5.34  3.08       Female     NA     NA
## 4792    LS9        22709016   -5.73  -33.20  3.17       Female     NA     NA
## 4793    LS9        22709016  -77.92  -46.79  3.25       Female     NA     NA
## 4794    LS9        22709016  -29.93  -26.88  3.33       Female     NA     NA
## 4795    LS9        22709016   -5.37  -55.41  3.42       Female     NA     NA
## 4796    LS9        22709016   -5.90  -41.30  3.50       Female     NA     NA
## 4797    LS9        22709016   -8.49  -10.93  3.58       Female     NA     NA
## 4798    LS9        22709016  -16.56  -25.11  3.67       Female     NA     NA
## 4799    LS9        22709016  -46.84  -54.17  3.75       Female     NA     NA
## 4800    LS9        22709016  -48.71  -27.96  3.83       Female     NA     NA
## 4801    LS9        22709016  -38.78  -11.31  3.92       Female     NA     NA
## 4802    LS9        22709016  -67.94   -6.91  4.00       Female     NA     NA
## 4803    LS9        22709016  -30.75  -16.71  4.08       Female     NA     NA
## 4804    LS9        22709016  -64.92  -59.42  4.17       Female     NA     NA
## 4805    LS9        22709016  -40.12  -26.69  4.25       Female     NA     NA
## 4806    LS9        22709016  -57.46   -4.36  4.33       Female     NA     NA
## 4807    LS9        22709016  -61.77  -16.00  4.42       Female     NA     NA
## 4808    LS9        22709016    2.01  -29.73  4.50       Female     NA     NA
## 4809    LS9        22709016  -18.71  -69.98  4.58       Female     NA     NA
## 4810    LS9        22709016  -90.22  -82.29  4.67       Female     NA     NA
## 4811    LS9        22709016  -24.08  -43.61  4.75       Female     NA     NA
## 4812    LS9        22709016  -35.12  -36.95  4.83       Female     NA     NA
## 4813    LS9        22709016  -15.34   -5.58  4.92       Female     NA     NA
## 4814    LS9        22709018   -4.46 -129.58  5.00       Female     NA     NA
## 4815    LS9        22709018  -15.03  -49.82  5.08       Female     NA     NA
## 4816    LS9        22709018  -31.04  -40.80  5.17       Female     NA     NA
## 4817    LS9        22709018 -144.38  -76.02  5.25       Female     NA     NA
## 4818    LS9        22709018   -5.46   -6.68  5.33       Female     NA     NA
## 4819    LS9        22709018  -42.04  -22.51  5.42       Female     NA     NA
## 4820    LS9        22709018   -4.72  -23.03  5.50       Female     NA     NA
## 4821    LS9        22709018  -23.52  -50.37  5.58       Female     NA     NA
## 4822    LS9        22709018  -23.32  -37.36  5.67       Female     NA     NA
## 4823    LS9        22709018 -117.63  -59.03  5.75       Female     NA     NA
## 4824    LS9        22709018  -56.59   -4.10  5.83       Female     NA     NA
## 4825    LS9        22709018 -118.36  -50.00  5.92       Female     NA     NA
## 4826    LS9        22709018   10.04   -5.83  6.00       Female     NA     NA
## 4827    LS9        22709018   -2.50  -84.28  6.08       Female     NA     NA
## 4828    LS9        22709018  -30.80  -96.10  6.17       Female     NA     NA
## 4829    LS9        22709018  -90.26  -75.61  6.25       Female     NA     NA
## 4830    LS9        22709018  -89.70  -86.65  6.33       Female     NA     NA
## 4831    LS9        22709018 -102.00  -46.46  6.42       Female     NA     NA
## 4832    LS9        22709018 -102.18  -75.93  6.50       Female     NA     NA
## 4833    LS9        22709018  -80.36  -73.04  6.58       Female     NA     NA
## 4834    LS9        22709018 -121.33  -43.81  6.67       Female     NA     NA
## 4835    LS9        22709018  -35.92  -96.96  6.75       Female     NA     NA
## 4836    LS9        22709018  -92.93  -51.42  6.83       Female     NA     NA
## 4837    LS9        22709018  -54.46  -55.07  6.92       Female     NA     NA
## 4838    LS9        22709018  -75.58 -104.88  7.00       Female     NA     NA
## 4839    LS9        22709018  -68.70  -58.32  7.08       Female     NA     NA
## 4840    LS9        22709018  -67.23  -39.76  7.17       Female     NA     NA
## 4841    LS9        22709018  -66.88   -3.40  7.25       Female     NA     NA
## 4842    LS9        22709018  -30.44  -65.23  7.33       Female     NA     NA
## 4843    LS9        22709018  -64.02  -52.42  7.42       Female     NA     NA
## 4844    LS9        22709018 -106.71  -32.25  7.50       Female     NA     NA
## 4845    LS9        22709018  -29.82  -60.34  7.58       Female     NA     NA
## 4846    LS9        22709018  -50.26  -66.73  7.67       Female     NA     NA
## 4847    LS9        22709018  -94.33  -52.21  7.75       Female     NA     NA
## 4848    LS9        22709018   -9.97  -58.80  7.83       Female     NA     NA
## 4849    LS9        22709018  -64.86  -45.33  7.92       Female     NA     NA
## 4850    LS9        22709018  -26.20  -24.98  8.00       Female     NA     NA
## 4851    LS9        22709018  -69.33  -50.41  8.08       Female     NA     NA
## 4852    LS9        22709018  -53.21   -2.55  8.17       Female     NA     NA
## 4853    LS9        22709018  -75.91  -31.35  8.25       Female     NA     NA
## 4854    LS9        22709018  -57.89  -27.38  8.33       Female     NA     NA
## 4855    LS9        22709018 -100.08   -0.59  8.42       Female     NA     NA
## 4856    LS9        22709018 -109.52  -16.14  8.50       Female     NA     NA
## 4857    LS9        22709018  -55.39  -38.91  8.58       Female     NA     NA
## 4858    LS9        22709018  -60.38  -94.56  8.67       Female     NA     NA
## 4859    LS9        22709018  -28.00  -62.18  8.75       Female     NA     NA
## 4860    LS9        22709018  -26.35  -72.13  8.83       Female     NA     NA
## 4861    LS9        22709018  -59.40  -75.27  8.92       Female     NA     NA
## 4862    LS9        22709018  -66.25  -24.75  9.00       Female     NA     NA
## 4863    LS9        22709018  -69.41  -39.50  9.08       Female     NA     NA
## 4864    LS9        22709018  -66.40  -31.00  9.17       Female     NA     NA
## 4865    LS9        22709018  -81.21  -69.01  9.25       Female     NA     NA
## 4866    LS9        22709018  -35.43  -62.28  9.33       Female     NA     NA
## 4867    LS9        22709018  -61.72  -22.65  9.42       Female     NA     NA
## 4868    LS9        22709018  -79.61  -47.88  9.50       Female     NA     NA
## 4869    LS9        22709018  -93.49  -60.53  9.58       Female     NA     NA
## 4870    LS9        22709018  -66.28  -49.19  9.67       Female     NA     NA
## 4871    LS9        22709018  -66.81  -34.46  9.75       Female     NA     NA
## 4872    LS9        22709018  -78.56  -56.59  9.83       Female     NA     NA
## 4873    LS9        22709018  -83.19  -30.09  9.92       Female     NA     NA
## 4874    LS9        22709019 -102.87  -32.68 10.00       Female     NA     NA
## 4875    LS9        22709019  -52.62  -28.20 10.08       Female     NA     NA
## 4876    LS9        22709019  -55.61   -6.79 10.17       Female     NA     NA
## 4877    LS9        22709019  -55.95  -54.73 10.25       Female     NA     NA
## 4878    LS9        22709019  -54.41  -20.23 10.33       Female     NA     NA
## 4879    LS9        22709019  -28.79  -28.79 10.42       Female     NA     NA
## 4880    LS9        22709019  -98.92  -19.58 10.50       Female     NA     NA
## 4881    LS9        22709019  -54.26  -48.15 10.58       Female     NA     NA
## 4882    LS9        22709019  -26.65  -71.82 10.67       Female     NA     NA
## 4883    LS9        22709019  -84.48  -62.51 10.75       Female     NA     NA
## 4884    LS9        22709019  -32.03  -62.54 10.83       Female     NA     NA
## 4885    LS9        22709019  -96.95  -12.72 10.92       Female     NA     NA
## 4886    LS9        22709019  -47.28  -10.65 11.00       Female     NA     NA
## 4887    LS9        22709019  -91.12  -22.76 11.08       Female     NA     NA
## 4888    LS9        22709019  -12.40  -69.16 11.17       Female     NA     NA
## 4889    LS9        22709019  -69.29  -61.36 11.25       Female     NA     NA
## 4890    LS9        22709019  -30.10  -53.90 11.33       Female     NA     NA
## 4891    LS9        22709019  -79.85  -27.97 11.42       Female     NA     NA
## 4892    LS9        22709019  -74.63   -0.17 11.50       Female     NA     NA
## 4893    LS9        22709019  -36.24  -61.27 11.58       Female     NA     NA
## 4894    LS9        22709019  -62.82  -32.30 11.67       Female     NA     NA
## 4895    LS9        22709019  -75.01   -4.82 11.75       Female     NA     NA
## 4896    LS9        22709019  -58.42   -5.93 11.83       Female     NA     NA
## 4897    LS9        22709019  -74.02   -0.78 11.92       Female     NA     NA
## 4898    LS9        22709019  -63.11  -24.05 12.00       Female     NA     NA
## 4899    LS9        22709019  -43.22   -2.94 12.08       Female     NA     NA
## 4900    LS9        22709019  -58.14  -41.06 12.17       Female     NA     NA
## 4901    LS9        22709019 -106.17  -45.74 12.25       Female     NA     NA
## 4902    LS9        22709019  -53.92  -60.63 12.33       Female     NA     NA
## 4903    LS9        22709019  -66.56  -72.66 12.42       Female     NA     NA
## 4904    LS9        22709019 -107.81  -53.49 12.50       Female     NA     NA
## 4905    LS9        22709019  -80.02  -65.37 12.58       Female     NA     NA
## 4906    LS9        22709019  -42.92  -40.48 12.67       Female     NA     NA
## 4907    LS9        22709019 -109.83   -3.02 12.75       Female     NA     NA
## 4908    LS9        22709019  -50.02  -48.19 12.83       Female     NA     NA
## 4909    LS9        22709019  -78.35   -8.77 12.92       Female     NA     NA
## 4910    LS9        22709019  -21.16  -48.01 13.00       Female     NA     NA
## 4911    LS9        22709019  -36.59  -28.05 13.08       Female     NA     NA
## 4912    LS9        22709019  -73.80  -51.83 13.17       Female     NA     NA
## 4913    LS9        22709019  -21.16  -95.62 13.25       Female     NA     NA
## 4914    LS9        22709019 -107.83  -51.67 13.33       Female     NA     NA
## 4915    LS9        22709019  -87.01  -34.52 13.42       Female     NA     NA
## 4916    LS9        22709019  -60.15  -66.25 13.50       Female     NA     NA
## 4917    LS9        22709019  -25.81  -36.19 13.58       Female     NA     NA
## 4918    LS9        22709019  -58.60  -42.12 13.67       Female     NA     NA
## 4919    LS9        22709019  -71.97  -69.53 13.75       Female     NA     NA
## 4920    LS9        22709019  -28.86  -55.10 13.83       Female     NA     NA
## 4921    LS9        22709019  -87.75  -59.06 13.92       Female     NA     NA
## 4922    LS9        22709019  -51.69  -10.80 14.00       Female     NA     NA
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## 4925    LS9        22709019  -73.36  -56.88 14.25       Female     NA     NA
## 4926    LS9        22709019  -79.78  -53.53 14.33       Female     NA     NA
## 4927    LS9        22709019  -49.47  -59.24 14.42       Female     NA     NA
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## 4934    LS9        22709020  -69.61  -42.75 15.00       Female     NA     NA
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## 4936    LS9        22709020  -78.43  -77.82 15.17       Female     NA     NA
## 4937    LS9        22709020  -42.45  -83.95 15.25       Female     NA     NA
## 4938    LS9        22709020  -84.18  -54.28 15.33       Female     NA     NA
## 4939    LS9        22709020  -26.53   -6.39 15.42       Female     NA     NA
## 4940    LS9        22709020  -59.97  -28.23 15.50       Female     NA     NA
## 4941    LS9        22709020  -80.83  -63.74 15.58       Female     NA     NA
## 4942    LS9        22709020  -61.73  -65.39 15.67       Female     NA     NA
## 4943    LS9        22709020  -92.69  -56.07 15.75       Female     NA     NA
## 4944    LS9        22709020  -70.96  -47.77 15.83       Female     NA     NA
## 4945    LS9        22709020  -58.91  -64.40 15.92       Female     NA     NA
## 4946    LS9        22709020  -30.98  -70.66 16.00       Female     NA     NA
## 4947    LS9        22709020  -69.64  -57.44 16.08       Female     NA     NA
## 4948    LS9        22709020  -29.55  -77.16 16.17       Female     NA     NA
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## 4950    LS9        22709020  -83.65  -61.67 16.33       Female     NA     NA
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## 4952    LS9        22709020  -93.23   -5.95 16.50       Female     NA     NA
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## 4955    LS9        22709020  -70.37  -19.71 16.75       Female     NA     NA
## 4956    LS9        22709020  -19.41  -46.26 16.83       Female     NA     NA
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## 4994    LS9        22709021  -71.86  -67.59 20.00       Female     NA     NA
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## 5006    LS9        22709021  -47.19  -85.65 21.00       Female     NA     NA
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## 5009    LS9        22709021  -81.54  -65.68 21.25       Female     NA     NA
## 5010    LS9        22709021  -26.84  -74.44 21.33       Female     NA     NA
## 5011    LS9        22709021   -8.10  -36.17 21.42       Female     NA     NA
## 5012    LS9        22709021  -35.40  -76.90 21.50       Female     NA     NA
## 5013    LS9        22709021  -42.01  -22.48 21.58       Female     NA     NA
## 5014    LS9        22709021  -30.40  -90.83 21.67       Female     NA     NA
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## 5018    LS9        22709021  -49.31  -21.85 22.00       Female     NA     NA
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## 5031    LS9        22709021  -96.20  -22.96 23.08       Female     NA     NA
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## 5054    LS9        22709022  -66.61  -76.98 25.00       Female     NA     NA
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## 5059    LS9        22709022  -39.04  -59.79 25.42       Female     NA     NA
## 5060    LS9        22709022  -50.56  -87.79 25.50       Female     NA     NA
## 5061    LS9        22709022  -32.02  -77.78 25.58       Female     NA     NA
## 5062    LS9        22709022  -48.69   -6.57 25.67       Female     NA     NA
## 5063    LS9        22709022  -67.09  -90.86 25.75       Female     NA     NA
## 5064    LS9        22709022   -3.22  -75.85 25.83       Female     NA     NA
## 5065    LS9        22709022  -65.01  -41.81 25.92       Female     NA     NA
## 5066    LS9        22709022  -54.28  -46.96 26.00       Female     NA     NA
## 5067    LS9        22709022  -59.74  -79.27 26.08       Female     NA     NA
## 5068    LS9        22709022 -104.26  -20.64 26.17       Female     NA     NA
## 5069    LS9        22709022  -46.83   -5.31 26.25       Female     NA     NA
## 5070    LS9        22709022   -6.50  -75.47 26.33       Female     NA     NA
## 5071    LS9        22709022  -66.74  -62.46 26.42       Female     NA     NA
## 5072    LS9        22709022  -66.23  -73.55 26.50       Female     NA     NA
## 5073    LS9        22709022    2.76 -109.50 26.58       Female     NA     NA
## 5074    LS9        22709022  -64.30  -77.73 26.67       Female     NA     NA
## 5075    LS9        22709022  -42.91  -93.56 26.75       Female     NA     NA
## 5076    LS9        22709022  -72.55  -56.67 26.83       Female     NA     NA
## 5077    LS9        22709022  -70.66  -23.08 26.92       Female     NA     NA
## 5078    LS9        22709022  -58.58  -28.68 27.00       Female     NA     NA
## 5079    LS9        22709022  -48.23  -45.18 27.08       Female     NA     NA
## 5080    LS9        22709022  -73.03  -70.43 27.17       Female     NA     NA
## 5081    LS9        22709022  -64.38   -7.60 27.25       Female     NA     NA
## 5082    LS9        22709022  -59.21  -77.51 27.33       Female     NA     NA
## 5083    LS9        22709022  -35.48  -71.48 27.42       Female     NA     NA
## 5084    LS9        22709022  -45.28  -60.53 27.50       Female     NA     NA
## 5085    LS9        22709022  -74.85  -71.80 27.58       Female     NA     NA
## 5086    LS9        22709022  -66.58  -53.15 27.67       Female     NA     NA
## 5087    LS9        22709022  -68.36  -68.34 27.75       Female     NA     NA
## 5088    LS9        22709022  -49.89  -83.48 27.83       Female     NA     NA
## 5089    LS9        22709022  -70.95  -53.85 27.92       Female     NA     NA
## 5090    LS9        22709022  -52.60  -23.92 28.00       Female     NA     NA
## 5091    LS9        22709022  -86.90  -34.42 28.08       Female     NA     NA
## 5092    LS9        22709022  -60.33  -40.12 28.17       Female     NA     NA
## 5093    LS9        22709022  -75.16  -29.93 28.25       Female     NA     NA
## 5094    LS9        22709022  -69.60  -47.64 28.33       Female     NA     NA
## 5095    LS9        22709022  -28.38  -79.03 28.42       Female     NA     NA
## 5096    LS9        22709022 -100.52  -17.52 28.50       Female     NA     NA
## 5097    LS9        22709022  -64.12 -111.73 28.58       Female     NA     NA
## 5098    LS9        22709022  -93.41  -76.31 28.67       Female     NA     NA
## 5099    LS9        22709022   -6.52  -81.58 28.75       Female     NA     NA
## 5100    LS9        22709022  -64.78  -20.81 28.83       Female     NA     NA
## 5101    LS9        22709022  -88.56  -95.27 28.92       Female     NA     NA
## 5102    LS9        22709022  -46.35  -43.91 29.00       Female     NA     NA
## 5103    LS9        22709022  -46.52  -85.58 29.08       Female     NA     NA
## 5104    LS9        22709022  -31.06   -5.14 29.17       Female     NA     NA
## 5105    LS9        22709022  -51.01  -79.70 29.25       Female     NA     NA
## 5106    LS9        22709022  -75.19  -37.95 29.33       Female     NA     NA
## 5107    LS9        22709022  -42.65  -82.32 29.42       Female     NA     NA
## 5108    LS9        22709022  -26.10  -74.30 29.50       Female     NA     NA
## 5109    LS9        22709022  -12.88  -70.85 29.58       Female     NA     NA
## 5110    LS9        22709022  -35.93  -32.26 29.67       Female     NA     NA
## 5111    LS9        22709022  -51.10  -42.55 29.75       Female     NA     NA
## 5112    LS9        22709022  -20.70  -62.82 29.83       Female     NA     NA
## 5113    LS9        22709022  -50.67  -50.67 29.92       Female     NA     NA
## 5114    LS9        22709023  -68.89  -32.86 30.00       Female     NA     NA
## 5115    LS9        22709023  -54.71  -71.79 30.08       Female     NA     NA
## 5116    LS9        22709023  -74.40  -26.79 30.17       Female     NA     NA
## 5117    LS9        22709023  -78.43  -44.26 30.25       Female     NA     NA
## 5118    LS9        22709023  -20.46  -93.10 30.33       Female     NA     NA
## 5119    LS9        22709023  -91.84  -96.12 30.42       Female     NA     NA
## 5120    LS9        22709023  -89.04  -40.22 30.50       Female     NA     NA
## 5121    LS9        22709023  -54.48  -75.26 30.58       Female     NA     NA
## 5122    LS9        22709023  -74.38  -32.89 30.67       Female     NA     NA
## 5123    LS9        22709023  -88.07  -74.04 30.75       Female     NA     NA
## 5124    LS9        22709023   -6.74  -68.40 30.83       Female     NA     NA
## 5125    LS9        22709023   -6.11  -86.08 30.92       Female     NA     NA
## 5126    LS9        22709023  -83.54  -40.82 31.00       Female     NA     NA
## 5127    LS9        22709023  -72.42  -79.76 31.08       Female     NA     NA
## 5128    LS9        22709023  -72.01  -23.23 31.17       Female     NA     NA
## 5129    LS9        22709023  -78.14  -47.63 31.25       Female     NA     NA
## 5130    LS9        22709023  -99.02  -19.07 31.33       Female     NA     NA
## 5131    LS9        22709023  -25.43  -74.18 31.42       Female     NA     NA
## 5132    LS9        22709023  -78.20  -29.95 31.50       Female     NA     NA
## 5133    LS9        22709023  -76.30  -70.17 31.58       Female     NA     NA
## 5134    LS9        22709023  -56.15  -76.30 31.67       Female     NA     NA
## 5135    LS9        22709023  -74.34  -33.92 31.75       Female     NA     NA
## 5136    LS9        22709023  -70.43  -48.46 31.83       Female     NA     NA
## 5137    LS9        22709023 -115.12  -43.09 31.92       Female     NA     NA
## 5138    LS9        22709023  -62.69  -76.72 32.00       Female     NA     NA
## 5139    LS9        22709023  -53.27  -82.55 32.08       Female     NA     NA
## 5140    LS9        22709023  -76.11  -80.38 32.17       Female     NA     NA
## 5141    LS9        22709023  -67.23  -78.84 32.25       Female     NA     NA
## 5142    LS9        22709023  -61.72   -4.95 32.33       Female     NA     NA
## 5143    LS9        22709023   -0.57  -90.32 32.42       Female     NA     NA
## 5144    LS9        22709023  -61.15  -34.96 32.50       Female     NA     NA
## 5145    LS9        22709023   -9.05  -85.35 32.58       Female     NA     NA
## 5146    LS9        22709023 -111.74  -59.25 32.67       Female     NA     NA
## 5147    LS9        22709023  -53.33  -35.64 32.75       Female     NA     NA
## 5148    LS9        22709023  -59.75  -53.65 32.83       Female     NA     NA
## 5149    LS9        22709023  -70.83  -61.65 32.92       Female     NA     NA
## 5150    LS9        22709023  -91.63  -83.09 33.00       Female     NA     NA
## 5151    LS9        22709023   -6.03  -53.03 33.08       Female     NA     NA
## 5152    LS9        22709023  -88.25 -105.32 33.17       Female     NA     NA
## 5153    LS9        22709023   -7.09  -88.27 33.25       Female     NA     NA
## 5154    LS9        22709023 -102.83  -25.32 33.33       Female     NA     NA
## 5155    LS9        22709023  -79.41  -92.23 33.42       Female     NA     NA
## 5156    LS9        22709023  -84.21  -67.13 33.50       Female     NA     NA
## 5157    LS9        22709023  -45.24  -69.65 33.58       Female     NA     NA
## 5158    LS9        22709023 -103.30  -37.99 33.67       Female     NA     NA
## 5159    LS9        22709023  -11.57  -79.32 33.75       Female     NA     NA
## 5160    LS9        22709023  -74.50  -28.10 33.83       Female     NA     NA
## 5161    LS9        22709023  -65.01  -43.03 33.92       Female     NA     NA
## 5162    LS9        22709023   -7.50  -50.83 34.00       Female     NA     NA
## 5163    LS9        22709023  -69.78  -93.56 34.08       Female     NA     NA
## 5164    LS9        22709023  -42.41  -86.37 34.17       Female     NA     NA
## 5165    LS9        22709023  -50.80  -32.48 34.25       Female     NA     NA
## 5166    LS9        22709023  -25.43  -52.27 34.33       Female     NA     NA
## 5167    LS9        22709023  -94.37  -62.02 34.42       Female     NA     NA
## 5168    LS9        22709023  -93.78  -40.66 34.50       Female     NA     NA
## 5169    LS9        22709023   -7.06  -21.11 34.58       Female     NA     NA
## 5170    LS9        22709023  -14.35  -84.54 34.67       Female     NA     NA
## 5171    LS9        22709023  -68.04  -35.08 34.75       Female     NA     NA
## 5172    LS9        22709023   -7.86  -89.03 34.83       Female     NA     NA
## 5173    LS9        22709023  -35.34  -42.68 34.92       Female     NA     NA
## 5174   RMA1 2025_05_14_0004  -88.27  -96.81  0.00 1.1.3 Female     NA     NA
## 5175   RMA1 2025_05_14_0004 -195.71 -154.81  0.08 1.1.3 Female     NA     NA
## 5176   RMA1 2025_05_14_0004 -124.91  -70.59  0.17 1.1.3 Female     NA     NA
## 5177   RMA1 2025_05_14_0004 -132.86  -38.26  0.25 1.1.3 Female     NA     NA
## 5178   RMA1 2025_05_14_0004  -96.29  -56.01  0.33 1.1.3 Female     NA     NA
## 5179   RMA1 2025_05_14_0004 -136.23  -60.55  0.42 1.1.3 Female     NA     NA
## 5180   RMA1 2025_05_14_0004 -105.51  -82.93  0.50 1.1.3 Female     NA     NA
## 5181   RMA1 2025_05_14_0004 -108.84 -156.44  0.58 1.1.3 Female     NA     NA
## 5182   RMA1 2025_05_14_0004 -159.62  -76.62  0.67 1.1.3 Female     NA     NA
## 5183   RMA1 2025_05_14_0004 -118.09 -199.26  0.75 1.1.3 Female     NA     NA
## 5184   RMA1 2025_05_14_0004 -104.58  -48.43  0.83 1.1.3 Female     NA     NA
## 5185   RMA1 2025_05_14_0004  -89.96 -137.57  0.92 1.1.3 Female     NA     NA
## 5186   RMA1 2025_05_14_0004  -31.98  -97.29  1.00 1.1.3 Female     NA     NA
## 5187   RMA1 2025_05_14_0004  -97.38  -78.46  1.08 1.1.3 Female     NA     NA
## 5188   RMA1 2025_05_14_0004  -90.58 -138.19  1.17 1.1.3 Female     NA     NA
## 5189   RMA1 2025_05_14_0004  -48.62 -111.49  1.25 1.1.3 Female     NA     NA
## 5190   RMA1 2025_05_14_0004 -127.27 -131.54  1.33 1.1.3 Female     NA     NA
## 5191   RMA1 2025_05_14_0004  -53.40 -133.35  1.42 1.1.3 Female     NA     NA
## 5192   RMA1 2025_05_14_0004 -101.35 -122.71  1.50 1.1.3 Female     NA     NA
## 5193   RMA1 2025_05_14_0004  -69.42 -105.43  1.58 1.1.3 Female     NA     NA
## 5194   RMA1 2025_05_14_0004  -77.60 -125.21  1.67 1.1.3 Female     NA     NA
## 5195   RMA1 2025_05_14_0004  -53.20  -72.74  1.75 1.1.3 Female     NA     NA
## 5196   RMA1 2025_05_14_0004  -60.33 -108.55  1.83 1.1.3 Female     NA     NA
## 5197   RMA1 2025_05_14_0004  -83.14 -127.08  1.92 1.1.3 Female     NA     NA
## 5198   RMA1 2025_05_14_0004  -92.54  -53.48  2.00 1.1.3 Female     NA     NA
## 5199   RMA1 2025_05_14_0004 -161.33  -58.79  2.08 1.1.3 Female     NA     NA
## 5200   RMA1 2025_05_14_0004  -55.91 -164.55  2.17 1.1.3 Female     NA     NA
## 5201   RMA1 2025_05_14_0004 -112.47 -114.91  2.25 1.1.3 Female     NA     NA
## 5202   RMA1 2025_05_14_0004  -66.50 -144.02  2.33 1.1.3 Female     NA     NA
## 5203   RMA1 2025_05_14_0004  -58.59  -66.53  2.42 1.1.3 Female     NA     NA
## 5204   RMA1 2025_05_14_0004  -80.57  -98.88  2.50 1.1.3 Female     NA     NA
## 5205   RMA1 2025_05_14_0004  -44.40 -107.87  2.58 1.1.3 Female     NA     NA
## 5206   RMA1 2025_05_14_0004 -143.49 -174.62  2.67 1.1.3 Female     NA     NA
## 5207   RMA1 2025_05_14_0004  -73.03 -100.49  2.75 1.1.3 Female     NA     NA
## 5208   RMA1 2025_05_14_0004  -36.13 -139.89  2.83 1.1.3 Female     NA     NA
## 5209   RMA1 2025_05_14_0004 -167.28  -88.54  2.92 1.1.3 Female     NA     NA
## 5210   RMA1 2025_05_14_0004  -47.81 -177.81  3.00 1.1.3 Female     NA     NA
## 5211   RMA1 2025_05_14_0004  -84.32 -121.55  3.08 1.1.3 Female     NA     NA
## 5212   RMA1 2025_05_14_0004 -108.98 -102.88  3.17 1.1.3 Female     NA     NA
## 5213   RMA1 2025_05_14_0004  -95.53  -97.97  3.25 1.1.3 Female     NA     NA
## 5214   RMA1 2025_05_14_0004  -85.80  -99.23  3.33 1.1.3 Female     NA     NA
## 5215   RMA1 2025_05_14_0004 -148.22 -151.27  3.42 1.1.3 Female     NA     NA
## 5216   RMA1 2025_05_14_0004  -33.13 -137.50  3.50 1.1.3 Female     NA     NA
## 5217   RMA1 2025_05_14_0004  -64.50 -140.80  3.58 1.1.3 Female     NA     NA
## 5218   RMA1 2025_05_14_0004  -70.08 -146.37  3.67 1.1.3 Female     NA     NA
## 5219   RMA1 2025_05_14_0004 -100.41 -121.16  3.75 1.1.3 Female     NA     NA
## 5220   RMA1 2025_05_14_0004  -89.95 -106.43  3.83 1.1.3 Female     NA     NA
## 5221   RMA1 2025_05_14_0004 -122.91  -60.66  3.92 1.1.3 Female     NA     NA
## 5222   RMA1 2025_05_14_0004 -116.02 -153.25  4.00 1.1.3 Female     NA     NA
## 5223   RMA1 2025_05_14_0004  -84.92  -90.41  4.08 1.1.3 Female     NA     NA
## 5224   RMA1 2025_05_14_0004  -92.22  -55.60  4.17 1.1.3 Female     NA     NA
## 5225   RMA1 2025_05_14_0004 -136.72 -142.82  4.25 1.1.3 Female     NA     NA
## 5226   RMA1 2025_05_14_0004 -130.45 -125.56  4.33 1.1.3 Female     NA     NA
## 5227   RMA1 2025_05_14_0004  -70.86 -104.43  4.42 1.1.3 Female     NA     NA
## 5228   RMA1 2025_05_14_0004  -48.20  -93.98  4.50 1.1.3 Female     NA     NA
## 5229   RMA1 2025_05_14_0004  -61.82 -111.26  4.58 1.1.3 Female     NA     NA
## 5230   RMA1 2025_05_14_0004 -107.41 -151.97  4.67 1.1.3 Female     NA     NA
## 5231   RMA1 2025_05_14_0004 -133.03  -90.92  4.75 1.1.3 Female     NA     NA
## 5232   RMA1 2025_05_14_0004  -34.33 -128.94  4.83 1.1.3 Female     NA     NA
## 5233   RMA1 2025_05_14_0004  -76.03 -165.14  4.92 1.1.3 Female     NA     NA
## 5234   RMA1  concatenate176  -92.83  -64.75  5.00 1.1.3 Female     NA     NA
## 5235   RMA1  concatenate176 -151.77 -102.33  5.08 1.1.3 Female     NA     NA
## 5236   RMA1  concatenate176  -85.08  -97.29  5.17 1.1.3 Female     NA     NA
## 5237   RMA1  concatenate176 -137.04  -85.16  5.25 1.1.3 Female     NA     NA
## 5238   RMA1  concatenate176 -182.41  -54.24  5.33 1.1.3 Female     NA     NA
## 5239   RMA1  concatenate176 -236.97 -114.29  5.42 1.1.3 Female     NA     NA
## 5240   RMA1  concatenate176 -166.01 -133.66  5.50 1.1.3 Female     NA     NA
## 5241   RMA1  concatenate176 -193.95 -117.65  5.58 1.1.3 Female     NA     NA
## 5242   RMA1  concatenate176 -273.93  -83.50  5.67 1.1.3 Female     NA     NA
## 5243   RMA1  concatenate176 -231.07 -162.10  5.75 1.1.3 Female     NA     NA
## 5244   RMA1  concatenate176 -189.41 -174.76  5.83 1.1.3 Female     NA     NA
## 5245   RMA1  concatenate176 -228.39 -172.24  5.92 1.1.3 Female     NA     NA
## 5246   RMA1  concatenate176 -286.54  -96.72  6.00 1.1.3 Female     NA     NA
## 5247   RMA1  concatenate176 -202.59 -126.29  6.08 1.1.3 Female     NA     NA
## 5248   RMA1  concatenate176 -232.30  -96.19  6.17 1.1.3 Female     NA     NA
## 5249   RMA1  concatenate176 -214.08 -184.78  6.25 1.1.3 Female     NA     NA
## 5250   RMA1  concatenate176 -198.72 -163.93  6.33 1.1.3 Female     NA     NA
## 5251   RMA1  concatenate176 -178.56 -176.12  6.42 1.1.3 Female     NA     NA
## 5252   RMA1  concatenate176 -244.73 -112.89  6.50 1.1.3 Female     NA     NA
## 5253   RMA1  concatenate176 -236.46 -130.25  6.58 1.1.3 Female     NA     NA
## 5254   RMA1  concatenate176 -172.54 -128.59  6.67 1.1.3 Female     NA     NA
## 5255   RMA1  concatenate176 -230.18 -106.28  6.75 1.1.3 Female     NA     NA
## 5256   RMA1  concatenate176 -234.73 -116.32  6.83 1.1.3 Female     NA     NA
## 5257   RMA1  concatenate176 -267.38  -96.48  6.92 1.1.3 Female     NA     NA
## 5258   RMA1  concatenate176 -276.98 -133.55  7.00 1.1.3 Female     NA     NA
## 5259   RMA1  concatenate176 -234.85  -98.74  7.08 1.1.3 Female     NA     NA
## 5260   RMA1  concatenate176 -253.47 -111.87  7.17 1.1.3 Female     NA     NA
## 5261   RMA1  concatenate176 -299.59 -134.79  7.25 1.1.3 Female     NA     NA
## 5262   RMA1  concatenate176 -209.49 -150.89  7.33 1.1.3 Female     NA     NA
## 5263   RMA1  concatenate176 -205.27 -105.17  7.42 1.1.3 Female     NA     NA
## 5264   RMA1  concatenate176 -199.11 -126.48  7.50 1.1.3 Female     NA     NA
## 5265   RMA1  concatenate176 -239.39 -135.02  7.58 1.1.3 Female     NA     NA
## 5266   RMA1  concatenate176 -182.37 -121.34  7.67 1.1.3 Female     NA     NA
## 5267   RMA1  concatenate176 -211.10 -131.76  7.75 1.1.3 Female     NA     NA
## 5268   RMA1  concatenate176 -180.78 -148.44  7.83 1.1.3 Female     NA     NA
## 5269   RMA1  concatenate176 -273.99  -91.50  7.92 1.1.3 Female     NA     NA
## 5270   RMA1  concatenate176 -218.48 -115.33  8.00 1.1.3 Female     NA     NA
## 5271   RMA1  concatenate176 -194.49 -178.01  8.08 1.1.3 Female     NA     NA
## 5272   RMA1  concatenate176 -186.33  -94.16  8.17 1.1.3 Female     NA     NA
## 5273   RMA1  concatenate176 -218.85 -113.26  8.25 1.1.3 Female     NA     NA
## 5274   RMA1  concatenate176 -164.32 -100.84  8.33 1.1.3 Female     NA     NA
## 5275   RMA1  concatenate176 -195.38 -114.82  8.42 1.1.3 Female     NA     NA
## 5276   RMA1  concatenate176 -237.03 -116.18  8.50 1.1.3 Female     NA     NA
## 5277   RMA1  concatenate176 -178.60  -82.16  8.58 1.1.3 Female     NA     NA
## 5278   RMA1  concatenate176 -245.25 -149.42  8.67 1.1.3 Female     NA     NA
## 5279   RMA1  concatenate176 -209.28 -100.64  8.75 1.1.3 Female     NA     NA
## 5280   RMA1  concatenate176 -228.53 -110.73  8.83 1.1.3 Female     NA     NA
## 5281   RMA1  concatenate176 -233.24 -145.96  8.92 1.1.3 Female     NA     NA
## 5282   RMA1  concatenate176 -154.77 -102.28  9.00 1.1.3 Female     NA     NA
## 5283   RMA1  concatenate176 -196.85 -164.50  9.08 1.1.3 Female     NA     NA
## 5284   RMA1  concatenate176 -155.96 -113.24  9.17 1.1.3 Female     NA     NA
## 5285   RMA1  concatenate176 -200.65 -148.15  9.25 1.1.3 Female     NA     NA
## 5286   RMA1  concatenate176 -186.48 -156.57  9.33 1.1.3 Female     NA     NA
## 5287   RMA1  concatenate176 -128.71 -142.14  9.42 1.1.3 Female     NA     NA
## 5288   RMA1  concatenate176 -139.00 -123.74  9.50 1.1.3 Female     NA     NA
## 5289   RMA1  concatenate176 -228.49  -94.82  9.58 1.1.3 Female     NA     NA
## 5290   RMA1  concatenate176 -200.65 -151.82  9.67 1.1.3 Female     NA     NA
## 5291   RMA1  concatenate176 -156.39 -146.01  9.75 1.1.3 Female     NA     NA
## 5292   RMA1  concatenate176 -238.17  -55.67  9.83 1.1.3 Female     NA     NA
## 5293   RMA1  concatenate176 -248.17  -58.96  9.92 1.1.3 Female     NA     NA
## 5294   RMA1  concatenate176 -102.25 -218.22 10.00 1.1.3 Female     NA     NA
## 5295   RMA1  concatenate176  -71.97 -182.44 10.08 1.1.3 Female     NA     NA
## 5296   RMA1  concatenate176 -140.54  -89.88 10.17 1.1.3 Female     NA     NA
## 5297   RMA1  concatenate176 -168.36 -140.28 10.25 1.1.3 Female     NA     NA
## 5298   RMA1  concatenate176 -124.36 -121.31 10.33 1.1.3 Female     NA     NA
## 5299   RMA1  concatenate176 -110.39 -141.52 10.42 1.1.3 Female     NA     NA
## 5300   RMA1  concatenate176  -96.80 -131.59 10.50 1.1.3 Female     NA     NA
## 5301   RMA1  concatenate176 -100.73 -156.88 10.58 1.1.3 Female     NA     NA
## 5302   RMA1  concatenate176 -101.65 -111.41 10.67 1.1.3 Female     NA     NA
## 5303   RMA1  concatenate176 -161.96  -74.68 10.75 1.1.3 Female     NA     NA
## 5304   RMA1  concatenate176 -121.11 -163.23 10.83 1.1.3 Female     NA     NA
## 5305   RMA1  concatenate176 -158.67 -134.25 10.92 1.1.3 Female     NA     NA
## 5306   RMA1  concatenate176  -93.84  -85.91 11.00 1.1.3 Female     NA     NA
## 5307   RMA1  concatenate176 -130.20 -153.39 11.08 1.1.3 Female     NA     NA
## 5308   RMA1  concatenate176 -151.05 -127.25 11.17 1.1.3 Female     NA     NA
## 5309   RMA1  concatenate176 -164.80 -125.74 11.25 1.1.3 Female     NA     NA
## 5310   RMA1  concatenate176 -130.17 -108.80 11.33 1.1.3 Female     NA     NA
## 5311   RMA1  concatenate176 -150.19  -98.31 11.42 1.1.3 Female     NA     NA
## 5312   RMA1  concatenate176 -119.49  -93.25 11.50 1.1.3 Female     NA     NA
## 5313   RMA1  concatenate176 -112.02 -135.21 11.58 1.1.3 Female     NA     NA
## 5314   RMA1  concatenate176 -119.31  -64.99 11.67 1.1.3 Female     NA     NA
## 5315   RMA1  concatenate176 -137.66 -118.13 11.75 1.1.3 Female     NA     NA
## 5316   RMA1  concatenate176 -142.89  -73.31 11.83 1.1.3 Female     NA     NA
## 5317   RMA1  concatenate176 -154.74 -153.52 11.92 1.1.3 Female     NA     NA
## 5318   RMA1  concatenate176  -85.70  -68.61 12.00 1.1.3 Female     NA     NA
## 5319   RMA1  concatenate176  -66.46 -117.12 12.08 1.1.3 Female     NA     NA
## 5320   RMA1  concatenate176 -121.54 -141.68 12.17 1.1.3 Female     NA     NA
## 5321   RMA1  concatenate176 -123.04 -102.90 12.25 1.1.3 Female     NA     NA
## 5322   RMA1  concatenate176 -212.86  -88.96 12.33 1.1.3 Female     NA     NA
## 5323   RMA1  concatenate176  -77.94  -90.15 12.42 1.1.3 Female     NA     NA
## 5324   RMA1  concatenate176  -73.56 -131.54 12.50 1.1.3 Female     NA     NA
## 5325   RMA1  concatenate176 -112.89 -148.29 12.58 1.1.3 Female     NA     NA
## 5326   RMA1  concatenate176 -160.76  -94.23 12.67 1.1.3 Female     NA     NA
## 5327   RMA1  concatenate176 -140.72 -107.76 12.75 1.1.3 Female     NA     NA
## 5328   RMA1  concatenate176 -149.18  -95.47 12.83 1.1.3 Female     NA     NA
## 5329   RMA1  concatenate176 -143.94  -62.15 12.92 1.1.3 Female     NA     NA
## 5330   RMA1  concatenate176 -175.92 -125.87 13.00 1.1.3 Female     NA     NA
## 5331   RMA1  concatenate176 -105.66 -126.42 13.08 1.1.3 Female     NA     NA
## 5332   RMA1  concatenate176 -141.64 -100.75 13.17 1.1.3 Female     NA     NA
## 5333   RMA1  concatenate176  -84.98 -143.57 13.25 1.1.3 Female     NA     NA
## 5334   RMA1  concatenate176 -106.16 -196.49 13.33 1.1.3 Female     NA     NA
## 5335   RMA1  concatenate176  -66.69 -171.06 13.42 1.1.3 Female     NA     NA
## 5336   RMA1  concatenate176 -154.35 -131.77 13.50 1.1.3 Female     NA     NA
## 5337   RMA1  concatenate176 -171.04 -129.54 13.58 1.1.3 Female     NA     NA
## 5338   RMA1  concatenate176 -182.35 -101.17 13.67 1.1.3 Female     NA     NA
## 5339   RMA1  concatenate176 -111.33 -183.96 13.75 1.1.3 Female     NA     NA
## 5340   RMA1  concatenate176 -174.01 -117.24 13.83 1.1.3 Female     NA     NA
## 5341   RMA1  concatenate176 -147.00 -105.49 13.92 1.1.3 Female     NA     NA
## 5342   RMA1  concatenate176 -167.73  -79.84 14.00 1.1.3 Female     NA     NA
## 5343   RMA1  concatenate176 -141.56  -89.07 14.08 1.1.3 Female     NA     NA
## 5344   RMA1  concatenate176 -133.02  -71.37 14.17 1.1.3 Female     NA     NA
## 5345   RMA1  concatenate176 -115.99 -111.72 14.25 1.1.3 Female     NA     NA
## 5346   RMA1  concatenate176 -156.87 -111.09 14.33 1.1.3 Female     NA     NA
## 5347   RMA1  concatenate176 -121.79 -118.13 14.42 1.1.3 Female     NA     NA
## 5348   RMA1  concatenate176 -114.45  -86.98 14.50 1.1.3 Female     NA     NA
## 5349   RMA1  concatenate176  -78.01 -120.74 14.58 1.1.3 Female     NA     NA
## 5350   RMA1  concatenate176 -210.41  -95.05 14.67 1.1.3 Female     NA     NA
## 5351   RMA1  concatenate176 -178.48  -82.04 14.75 1.1.3 Female     NA     NA
## 5352   RMA1  concatenate176 -154.15 -123.03 14.83 1.1.3 Female     NA     NA
## 5353   RMA1  concatenate176 -116.28 -126.66 14.92 1.1.3 Female     NA     NA
## 5354   RMA1  concatenate176  -54.75  -90.76 15.00 1.1.3 Female     NA     NA
## 5355   RMA1  concatenate176  -73.11  -77.99 15.08 1.1.3 Female     NA     NA
## 5356   RMA1  concatenate176  -58.17 -186.34 15.17 1.1.3 Female     NA     NA
## 5357   RMA1  concatenate176  -50.15  -83.10 15.25 1.1.3 Female     NA     NA
## 5358   RMA1  concatenate176  -39.50 -149.37 15.33 1.1.3 Female     NA     NA
## 5359   RMA1  concatenate176  -65.48  -86.23 15.42 1.1.3 Female     NA     NA
## 5360   RMA1  concatenate176  -61.80 -104.52 15.50 1.1.3 Female     NA     NA
## 5361   RMA1  concatenate176  -98.56  -75.36 15.58 1.1.3 Female     NA     NA
## 5362   RMA1  concatenate176  -75.82  -59.34 15.67 1.1.3 Female     NA     NA
## 5363   RMA1  concatenate176 -157.42  -77.47 15.75 1.1.3 Female     NA     NA
## 5364   RMA1  concatenate176  -48.05 -146.32 15.83 1.1.3 Female     NA     NA
## 5365   RMA1  concatenate176  -76.87 -156.83 15.92 1.1.3 Female     NA     NA
## 5366   RMA1  concatenate176  -72.65 -181.90 16.00 1.1.3 Female     NA     NA
## 5367   RMA1  concatenate176  -77.78  -75.34 16.08 1.1.3 Female     NA     NA
## 5368   RMA1  concatenate176  -57.51 -175.92 16.17 1.1.3 Female     NA     NA
## 5369   RMA1  concatenate176  -86.05  -80.56 16.25 1.1.3 Female     NA     NA
## 5370   RMA1  concatenate176  -99.42 -211.12 16.33 1.1.3 Female     NA     NA
## 5371   RMA1  concatenate176  -86.83 -155.80 16.42 1.1.3 Female     NA     NA
## 5372   RMA1  concatenate176 -117.62  -77.95 16.50 1.1.3 Female     NA     NA
## 5373   RMA1  concatenate176  -76.44  -87.42 16.58 1.1.3 Female     NA     NA
## 5374   RMA1  concatenate176  -96.90  -69.44 16.67 1.1.3 Female     NA     NA
## 5375   RMA1  concatenate176 -148.58 -100.36 16.75 1.1.3 Female     NA     NA
## 5376   RMA1  concatenate176 -172.25 -128.91 16.83 1.1.3 Female     NA     NA
## 5377   RMA1  concatenate176  -49.94  -85.95 16.92 1.1.3 Female     NA     NA
## 5378   RMA1  concatenate176 -100.56  -82.86 17.00 1.1.3 Female     NA     NA
## 5379   RMA1  concatenate176  -64.73 -180.09 17.08 1.1.3 Female     NA     NA
## 5380   RMA1  concatenate176 -206.85  -68.91 17.17 1.1.3 Female     NA     NA
## 5381   RMA1  concatenate176 -161.65 -134.19 17.25 1.1.3 Female     NA     NA
## 5382   RMA1  concatenate176  -40.99  -99.58 17.33 1.1.3 Female     NA     NA
## 5383   RMA1  concatenate176  -36.32 -126.05 17.42 1.1.3 Female     NA     NA
## 5384   RMA1  concatenate176 -120.64 -109.65 17.50 1.1.3 Female     NA     NA
## 5385   RMA1  concatenate176 -114.07 -125.67 17.58 1.1.3 Female     NA     NA
## 5386   RMA1  concatenate176 -108.70  -87.34 17.67 1.1.3 Female     NA     NA
## 5387   RMA1  concatenate176  -44.40  -98.72 17.75 1.1.3 Female     NA     NA
## 5388   RMA1  concatenate176  -88.64  -49.58 17.83 1.1.3 Female     NA     NA
## 5389   RMA1  concatenate176  -88.74  -55.17 17.92 1.1.3 Female     NA     NA
## 5390   RMA1  concatenate176  -35.18  -71.80 18.00 1.1.3 Female     NA     NA
## 5391   RMA1  concatenate176  -55.12  -80.75 18.08 1.1.3 Female     NA     NA
## 5392   RMA1  concatenate176  -39.59  -87.81 18.17 1.1.3 Female     NA     NA
## 5393   RMA1  concatenate176  -71.40  -79.95 18.25 1.1.3 Female     NA     NA
## 5394   RMA1  concatenate176  -41.84  -50.39 18.33 1.1.3 Female     NA     NA
## 5395   RMA1  concatenate176  -31.51  -82.16 18.42 1.1.3 Female     NA     NA
## 5396   RMA1  concatenate176  -64.29  -58.18 18.50 1.1.3 Female     NA     NA
## 5397   RMA1  concatenate176  -75.57  -67.03 18.58 1.1.3 Female     NA     NA
## 5398   RMA1  concatenate176  -86.21 -203.40 18.67 1.1.3 Female     NA     NA
## 5399   RMA1  concatenate176  -61.28  -77.15 18.75 1.1.3 Female     NA     NA
## 5400   RMA1  concatenate176  -55.16  -44.78 18.83 1.1.3 Female     NA     NA
## 5401   RMA1  concatenate176  -69.64  -30.58 18.92 1.1.3 Female     NA     NA
## 5402   RMA1  concatenate176  -57.44 -108.71 19.00 1.1.3 Female     NA     NA
## 5403   RMA1  concatenate176  -48.21  -90.32 19.08 1.1.3 Female     NA     NA
## 5404   RMA1  concatenate176  -59.32 -116.69 19.17 1.1.3 Female     NA     NA
## 5405   RMA1  concatenate176  -70.78  -97.63 19.25 1.1.3 Female     NA     NA
## 5406   RMA1  concatenate176  -72.11 -111.17 19.33 1.1.3 Female     NA     NA
## 5407   RMA1  concatenate176  -82.13  -63.21 19.42 1.1.3 Female     NA     NA
## 5408   RMA1  concatenate176  -43.64 -112.00 19.50 1.1.3 Female     NA     NA
## 5409   RMA1  concatenate176  -66.65  -94.72 19.58 1.1.3 Female     NA     NA
## 5410   RMA1  concatenate176  -53.75  -92.81 19.67 1.1.3 Female     NA     NA
## 5411   RMA1  concatenate176  -39.34  -57.04 19.75 1.1.3 Female     NA     NA
## 5412   RMA1  concatenate176  -46.07  -77.19 19.83 1.1.3 Female     NA     NA
## 5413   RMA1  concatenate176 -120.47  -60.66 19.92 1.1.3 Female     NA     NA
## 5414   RMA1  concatenate176  -82.23 -127.39 20.00 1.1.3 Female     NA     NA
## 5415   RMA1  concatenate176  -67.81 -100.76 20.08 1.1.3 Female     NA     NA
## 5416   RMA1  concatenate176  -37.31 -102.01 20.17 1.1.3 Female     NA     NA
## 5417   RMA1  concatenate176  -79.89  -78.06 20.25 1.1.3 Female     NA     NA
## 5418   RMA1  concatenate176  -37.54 -121.77 20.33 1.1.3 Female     NA     NA
## 5419   RMA1  concatenate176  -57.48 -120.34 20.42 1.1.3 Female     NA     NA
## 5420   RMA1  concatenate176  -53.22  -78.25 20.50 1.1.3 Female     NA     NA
## 5421   RMA1  concatenate176  -60.00  -81.97 20.58 1.1.3 Female     NA     NA
## 5422   RMA1  concatenate176  -45.72 -150.70 20.67 1.1.3 Female     NA     NA
## 5423   RMA1  concatenate176  -81.06  -63.97 20.75 1.1.3 Female     NA     NA
## 5424   RMA1  concatenate176  -54.35  -86.09 20.83 1.1.3 Female     NA     NA
## 5425   RMA1  concatenate176  -84.90 -115.41 20.92 1.1.3 Female     NA     NA
## 5426   RMA1  concatenate176  -44.89 -104.71 21.00 1.1.3 Female     NA     NA
## 5427   RMA1  concatenate176  -99.22  -66.87 21.08 1.1.3 Female     NA     NA
## 5428   RMA1  concatenate176  -36.29  -52.16 21.17 1.1.3 Female     NA     NA
## 5429   RMA1  concatenate176  -41.97  -95.07 21.25 1.1.3 Female     NA     NA
## 5430   RMA1  concatenate176  -62.03  -55.93 21.33 1.1.3 Female     NA     NA
## 5431   RMA1  concatenate176  -94.72  -60.54 21.42 1.1.3 Female     NA     NA
## 5432   RMA1  concatenate176  -86.57  -89.62 21.50 1.1.3 Female     NA     NA
## 5433   RMA1  concatenate176  -52.92  -75.50 21.58 1.1.3 Female     NA     NA
## 5434   RMA1  concatenate176  -49.12  -95.50 21.67 1.1.3 Female     NA     NA
## 5435   RMA1  concatenate176  -57.77  -98.06 21.75 1.1.3 Female     NA     NA
## 5436   RMA1  concatenate176  -52.06  -77.09 21.83 1.1.3 Female     NA     NA
## 5437   RMA1  concatenate176  -84.08  -46.24 21.92 1.1.3 Female     NA     NA
## 5438   RMA1  concatenate176  -74.66  -94.19 22.00 1.1.3 Female     NA     NA
## 5439   RMA1  concatenate176  -52.89 -104.16 22.08 1.1.3 Female     NA     NA
## 5440   RMA1  concatenate176  -54.88 -100.66 22.17 1.1.3 Female     NA     NA
## 5441   RMA1  concatenate176  -71.24  -75.51 22.25 1.1.3 Female     NA     NA
## 5442   RMA1  concatenate176  -59.12  -61.57 22.33 1.1.3 Female     NA     NA
## 5443   RMA1  concatenate176  -76.18  -90.22 22.42 1.1.3 Female     NA     NA
## 5444   RMA1  concatenate176  -41.16  -91.21 22.50 1.1.3 Female     NA     NA
## 5445   RMA1  concatenate176  -21.90  -53.03 22.58 1.1.3 Female     NA     NA
## 5446   RMA1  concatenate176  -34.03  -31.59 22.67 1.1.3 Female     NA     NA
## 5447   RMA1  concatenate176  -32.85 -121.97 22.75 1.1.3 Female     NA     NA
## 5448   RMA1  concatenate176  -38.60  -80.71 22.83 1.1.3 Female     NA     NA
## 5449   RMA1  concatenate176  -37.42  -98.46 22.92 1.1.3 Female     NA     NA
## 5450   RMA1  concatenate176  -47.32 -180.99 23.00 1.1.3 Female     NA     NA
## 5451   RMA1  concatenate176  -91.02  -62.34 23.08 1.1.3 Female     NA     NA
## 5452   RMA1  concatenate176 -144.67 -122.70 23.17 1.1.3 Female     NA     NA
## 5453   RMA1  concatenate176 -119.03 -171.52 23.25 1.1.3 Female     NA     NA
## 5454   RMA1  concatenate176  -57.00 -173.58 23.33 1.1.3 Female     NA     NA
## 5455   RMA1  concatenate176  -79.76  -90.13 23.42 1.1.3 Female     NA     NA
## 5456   RMA1  concatenate176  -57.46 -112.39 23.50 1.1.3 Female     NA     NA
## 5457   RMA1  concatenate176  -88.95  -57.21 23.58 1.1.3 Female     NA     NA
## 5458   RMA1  concatenate176  -54.55  -49.66 23.67 1.1.3 Female     NA     NA
## 5459   RMA1  concatenate176  -84.82  -66.51 23.75 1.1.3 Female     NA     NA
## 5460   RMA1  concatenate176  -69.21  -94.85 23.83 1.1.3 Female     NA     NA
## 5461   RMA1  concatenate176  -33.64 -105.66 23.92 1.1.3 Female     NA     NA
## 5462   RMA1  concatenate176  -75.72  -96.48 24.00 1.1.3 Female     NA     NA
## 5463   RMA1  concatenate176  -64.59 -118.30 24.08 1.1.3 Female     NA     NA
## 5464   RMA1  concatenate176  -55.33  -95.62 24.17 1.1.3 Female     NA     NA
## 5465   RMA1  concatenate176  -57.08  -65.02 24.25 1.1.3 Female     NA     NA
## 5466   RMA1  concatenate176  -30.98  -92.62 24.33 1.1.3 Female     NA     NA
## 5467   RMA1  concatenate176  -90.45  -76.41 24.42 1.1.3 Female     NA     NA
## 5468   RMA1  concatenate176 -135.22  -40.00 24.50 1.1.3 Female     NA     NA
## 5469   RMA1  concatenate176  -48.19 -117.77 24.58 1.1.3 Female     NA     NA
## 5470   RMA1  concatenate176  -38.09  -82.65 24.67 1.1.3 Female     NA     NA
## 5471   RMA1  concatenate176  -61.35  -70.50 24.75 1.1.3 Female     NA     NA
## 5472   RMA1  concatenate176  -49.94  -53.61 24.83 1.1.3 Female     NA     NA
## 5473   RMA1  concatenate176  -46.92 -111.01 24.92 1.1.3 Female     NA     NA
## 5474   RMA1  concatenate176  -38.29 -148.15 25.00 1.1.3 Female     NA     NA
## 5475   RMA1  concatenate176  -38.08  -47.24 25.08 1.1.3 Female     NA     NA
## 5476   RMA1  concatenate176  -85.87  -39.49 25.17 1.1.3 Female     NA     NA
## 5477   RMA1  concatenate176  -65.35  -73.89 25.25 1.1.3 Female     NA     NA
## 5478   RMA1  concatenate176  -30.85  -75.40 25.33 1.1.3 Female     NA     NA
## 5479   RMA1  concatenate176  -27.07 -107.64 25.42 1.1.3 Female     NA     NA
## 5480   RMA1  concatenate176  -59.16  -42.68 25.50 1.1.3 Female     NA     NA
## 5481   RMA1  concatenate176  -42.06  -76.85 25.58 1.1.3 Female     NA     NA
## 5482   RMA1  concatenate176  -39.01  -56.10 25.67 1.1.3 Female     NA     NA
## 5483   RMA1  concatenate176  -81.75  -42.07 25.75 1.1.3 Female     NA     NA
## 5484   RMA1  concatenate176  -60.23  -70.00 25.83 1.1.3 Female     NA     NA
## 5485   RMA1  concatenate176  -61.86  -31.34 25.92 1.1.3 Female     NA     NA
## 5486   RMA1  concatenate176  -63.14  -89.99 26.00 1.1.3 Female     NA     NA
## 5487   RMA1  concatenate176  -32.40 -120.91 26.08 1.1.3 Female     NA     NA
## 5488   RMA1  concatenate176  -57.69  -39.38 26.17 1.1.3 Female     NA     NA
## 5489   RMA1  concatenate176  -38.76  -24.72 26.25 1.1.3 Female     NA     NA
## 5490   RMA1  concatenate176  -55.30  -71.17 26.33 1.1.3 Female     NA     NA
## 5491   RMA1  concatenate176  -47.23  -64.93 26.42 1.1.3 Female     NA     NA
## 5492   RMA1  concatenate176  -86.20  -71.55 26.50 1.1.3 Female     NA     NA
## 5493   RMA1  concatenate176  -63.28  -67.55 26.58 1.1.3 Female     NA     NA
## 5494   RMA1  concatenate176  -53.17  -70.26 26.67 1.1.3 Female     NA     NA
## 5495   RMA1  concatenate176  -29.52  -96.66 26.75 1.1.3 Female     NA     NA
## 5496   RMA1  concatenate176  -62.54  -56.44 26.83 1.1.3 Female     NA     NA
## 5497   RMA1  concatenate176  -75.93  -66.78 26.92 1.1.3 Female     NA     NA
## 5498   RMA1  concatenate176  -45.33  -71.57 27.00 1.1.3 Female     NA     NA
## 5499   RMA1  concatenate176  -71.56  -44.09 27.08 1.1.3 Female     NA     NA
## 5500   RMA1  concatenate176  -46.34  -56.71 27.17 1.1.3 Female     NA     NA
## 5501   RMA1  concatenate176  -31.49 -100.46 27.25 1.1.3 Female     NA     NA
## 5502   RMA1  concatenate176  -64.67  -66.50 27.33 1.1.3 Female     NA     NA
## 5503   RMA1  concatenate176  -68.16  -31.54 27.42 1.1.3 Female     NA     NA
## 5504   RMA1  concatenate176  -39.06 -107.42 27.50 1.1.3 Female     NA     NA
## 5505   RMA1  concatenate176  -36.32  -35.10 27.58 1.1.3 Female     NA     NA
## 5506   RMA1  concatenate176  -41.17  -99.77 27.67 1.1.3 Female     NA     NA
## 5507   RMA1  concatenate176  -57.13  -36.99 27.75 1.1.3 Female     NA     NA
## 5508   RMA1  concatenate176  -39.68  -87.29 27.83 1.1.3 Female     NA     NA
## 5509   RMA1  concatenate176  -34.17  -50.65 27.92 1.1.3 Female     NA     NA
## 5510   RMA1  concatenate176  -74.55  -27.55 28.00 1.1.3 Female     NA     NA
## 5511   RMA1  concatenate176  -33.72  -82.55 28.08 1.1.3 Female     NA     NA
## 5512   RMA1  concatenate176  -31.59  -57.84 28.17 1.1.3 Female     NA     NA
## 5513   RMA1  concatenate176  -46.62 -119.86 28.25 1.1.3 Female     NA     NA
## 5514   RMA1  concatenate176  -64.04  -71.36 28.33 1.1.3 Female     NA     NA
## 5515   RMA1  concatenate176  -37.81  -64.67 28.42 1.1.3 Female     NA     NA
## 5516   RMA1  concatenate176  -80.54  -87.26 28.50 1.1.3 Female     NA     NA
## 5517   RMA1  concatenate176  -35.16 -130.98 28.58 1.1.3 Female     NA     NA
## 5518   RMA1  concatenate176  -33.38  -76.10 28.67 1.1.3 Female     NA     NA
## 5519   RMA1  concatenate176  -49.38  -64.03 28.75 1.1.3 Female     NA     NA
## 5520   RMA1  concatenate176  -26.43 -102.72 28.83 1.1.3 Female     NA     NA
## 5521   RMA1  concatenate176  -82.24  -45.62 28.92 1.1.3 Female     NA     NA
## 5522   RMA1  concatenate176  -56.22  -35.46 29.00 1.1.3 Female     NA     NA
## 5523   RMA1  concatenate176  -37.07  -81.02 29.08 1.1.3 Female     NA     NA
## 5524   RMA1  concatenate176  -66.94  -64.50 29.17 1.1.3 Female     NA     NA
## 5525   RMA1  concatenate176  -33.07 -101.43 29.25 1.1.3 Female     NA     NA
## 5526   RMA1  concatenate176  -49.30  -84.09 29.33 1.1.3 Female     NA     NA
## 5527   RMA1  concatenate176  -53.42  -86.38 29.42 1.1.3 Female     NA     NA
## 5528   RMA1  concatenate176  -42.08  -57.95 29.50 1.1.3 Female     NA     NA
## 5529   RMA1  concatenate176  -49.47  -56.18 29.58 1.1.3 Female     NA     NA
## 5530   RMA1  concatenate176  -31.00  -60.30 29.67 1.1.3 Female     NA     NA
## 5531   RMA1  concatenate176  -61.57  -32.89 29.75 1.1.3 Female     NA     NA
## 5532   RMA1  concatenate176  -71.53  -29.42 29.83 1.1.3 Female     NA     NA
## 5533   RMA1  concatenate176  -51.75  -41.99 29.92 1.1.3 Female     NA     NA
## 5534   RMA2 2025_05_14_0016  -29.54  -19.77  0.00 1.2.1 Female 221.02 214.89
## 5535   RMA2 2025_05_14_0016  -33.73  -78.29  0.08 1.2.1 Female 221.02 214.89
## 5536   RMA2 2025_05_14_0016  -61.16  -53.22  0.17 1.2.1 Female 221.02 214.89
## 5537   RMA2 2025_05_14_0016  -48.96  -57.51  0.25 1.2.1 Female 221.02 214.89
## 5538   RMA2 2025_05_14_0016  -61.01  -56.13  0.33 1.2.1 Female 221.02 214.89
## 5539   RMA2 2025_05_14_0016  -69.81  -62.49  0.42 1.2.1 Female 221.02 214.89
## 5540   RMA2 2025_05_14_0016  -59.40  -45.98  0.50 1.2.1 Female 221.02 214.89
## 5541   RMA2 2025_05_14_0016  -71.38  -42.69  0.58 1.2.1 Female 221.02 214.89
## 5542   RMA2 2025_05_14_0016  -68.99  -28.10  0.67 1.2.1 Female 221.02 214.89
## 5543   RMA2 2025_05_14_0016  -49.98  -61.57  0.75 1.2.1 Female 221.02 214.89
## 5544   RMA2 2025_05_14_0016  -59.92  -33.06  0.83 1.2.1 Female 221.02 214.89
## 5545   RMA2 2025_05_14_0016  -65.36  -28.13  0.92 1.2.1 Female 221.02 214.89
## 5546   RMA2 2025_05_14_0016  -70.70  -37.75  1.00 1.2.1 Female 221.02 214.89
## 5547   RMA2 2025_05_14_0016  -68.92  -42.07  1.08 1.2.1 Female 221.02 214.89
## 5548   RMA2 2025_05_14_0016  -94.72  -53.83  1.17 1.2.1 Female 221.02 214.89
## 5549   RMA2 2025_05_14_0016  -74.90  -36.45  1.25 1.2.1 Female 221.02 214.89
## 5550   RMA2 2025_05_14_0016  -57.68  -28.99  1.33 1.2.1 Female 221.02 214.89
## 5551   RMA2 2025_05_14_0016  -55.07  -34.32  1.42 1.2.1 Female 221.02 214.89
## 5552   RMA2 2025_05_14_0016  -43.56  -41.73  1.50 1.2.1 Female 221.02 214.89
## 5553   RMA2 2025_05_14_0016  -53.25  -37.38  1.58 1.2.1 Female 221.02 214.89
## 5554   RMA2 2025_05_14_0016  -69.56  -44.54  1.67 1.2.1 Female 221.02 214.89
## 5555   RMA2 2025_05_14_0016  -91.54  -29.29  1.75 1.2.1 Female 221.02 214.89
##      age animal  synapses treatment category                            R_a
## 1     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 2     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 3     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 4     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 5     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 6     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 7     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 8     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 9     32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 10    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 11    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 12    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 13    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 14    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 15    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 16    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 17    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 18    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 19    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 20    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 21    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 22    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 23    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 24    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 25    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 26    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 27    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 28    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 29    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 30    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 31    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 32    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 33    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 34    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 35    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 36    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 37    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 38    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 39    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 40    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 41    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 42    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 43    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 44    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 45    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 46    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 47    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 48    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 49    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 50    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 51    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 52    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 53    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 54    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 55    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 56    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 57    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 58    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 59    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 60    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 61    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 62    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 63    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 64    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 65    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 66    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 67    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 68    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 69    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 70    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 71    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 72    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 73    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 74    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 75    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 76    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 77    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 78    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 79    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 80    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 81    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 82    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 83    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 84    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 85    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 86    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 87    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 88    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 89    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 90    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 91    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 92    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 93    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 94    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 95    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 96    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 97    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 98    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 99    32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 100   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 101   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 102   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 103   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 104   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 105   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 106   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 107   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 108   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 109   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 110   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 111   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 112   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 113   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 114   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 115   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 116   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 117   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 118   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 119   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 120   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 121   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 122   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 123   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 124   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 125   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 126   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 127   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 128   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 129   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 130   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 131   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 132   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 133   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 134   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 135   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 136   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 137   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 138   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 139   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 140   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 141   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 142   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 143   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 144   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 145   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 146   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 147   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 148   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 149   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 150   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 151   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 152   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 153   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 154   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 155   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 156   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 157   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 158   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 159   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 160   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 161   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 162   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 163   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 164   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 165   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 166   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 167   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 168   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 169   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 170   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 171   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 172   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 173   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 174   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 175   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 176   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 177   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 178   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 179   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 180   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 181   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 182   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 183   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 184   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 185   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 186   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 187   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 188   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 189   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 190   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 191   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 192   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 193   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 194   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 195   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 196   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 197   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 198   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 199   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 200   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 201   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 202   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 203   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 204   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 205   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 206   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 207   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 208   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 209   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 210   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 211   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 212   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 213   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 214   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 215   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 216   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 217   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 218   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 219   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 220   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 221   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 222   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 223   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 224   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 225   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 226   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 227   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 228   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 229   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 230   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 231   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 232   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 233   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 234   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 235   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 236   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 237   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 238   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 239   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 240   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 241   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 242   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 243   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 244   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 245   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 246   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 247   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 248   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 249   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 250   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 251   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 252   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 253   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 254   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 255   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 256   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 257   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 258   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 259   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 260   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 261   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 262   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 263   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 264   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 265   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 266   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 267   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 268   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 269   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 270   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 271   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 272   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 273   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 274   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 275   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 276   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 277   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 278   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 279   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 280   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 281   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 282   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 283   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 284   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 285   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 286   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 287   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 288   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 289   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 290   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 291   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 292   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 293   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 294   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 295   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 296   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 297   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 298   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 299   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 300   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 301   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 302   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 303   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 304   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 305   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 306   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 307   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 308   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 309   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 310   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 311   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 312   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 313   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 314   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 315   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 316   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 317   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 318   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 319   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 320   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 321   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 322   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 323   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 324   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 325   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 326   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 327   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 328   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 329   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 330   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 331   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 332   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 333   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 334   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 335   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 336   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 337   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 338   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 339   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 340   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 341   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 342   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 343   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 344   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 345   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 346   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 347   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 348   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 349   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 350   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 351   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 352   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 353   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 354   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 355   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 356   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 357   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 358   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 359   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 360   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 361   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 362   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 363   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 364   32      2 Glutamate   Control        2   1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 365   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 366   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 367   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 368   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 369   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 370   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 371   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 372   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 373   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 374   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 375   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 376   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 377   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 378   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 379   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 380   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 381   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 382   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 383   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 384   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 385   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 386   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 387   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 388   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 389   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 390   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 391   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 392   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 393   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 394   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 395   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 396   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 397   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 398   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 399   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 400   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 401   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 402   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 403   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 404   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 405   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 406   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 407   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 408   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 409   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 410   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 411   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 412   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 413   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 414   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 415   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 416   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 417   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 418   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 419   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 420   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 421   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 422   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 423   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 424   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 425   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 426   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 427   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 428   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 429   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 430   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 431   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 432   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 433   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 434   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 435   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 436   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 437   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 438   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 439   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 440   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 441   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 442   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 443   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 444   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 445   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 446   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 447   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 448   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 449   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 450   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 451   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 452   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 453   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 454   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 455   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 456   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 457   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 458   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 459   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 460   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 461   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 462   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 463   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 464   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 465   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 466   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 467   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 468   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 469   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 470   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 471   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 472   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 473   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 474   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 475   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 476   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 477   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 478   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 479   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 480   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 481   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 482   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 483   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 484   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 485   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 486   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 487   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 488   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 489   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 490   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 491   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 492   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 493   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 494   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 495   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 496   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 497   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 498   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 499   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 500   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 501   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 502   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 503   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 504   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 505   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 506   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 507   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 508   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 509   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 510   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 511   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 512   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 513   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 514   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 515   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 516   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 517   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 518   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 519   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 520   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 521   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 522   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 523   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 524   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 525   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 526   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 527   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 528   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 529   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 530   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 531   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 532   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 533   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 534   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 535   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 536   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 537   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 538   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 539   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 540   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 541   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 542   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 543   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 544   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 545   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 546   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 547   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 548   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 549   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 550   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 551   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 552   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 553   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 554   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 555   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 556   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 557   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 558   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 559   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 560   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 561   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 562   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 563   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 564   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 565   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 566   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 567   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 568   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 569   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 570   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 571   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 572   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 573   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 574   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 575   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 576   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 577   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 578   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 579   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 580   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 581   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 582   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 583   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 584   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 585   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 586   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 587   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 588   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 589   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 590   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 591   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 592   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 593   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 594   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 595   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 596   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 597   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 598   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 599   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 600   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 601   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 602   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 603   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 604   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 605   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 606   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 607   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 608   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 609   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 610   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 611   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 612   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 613   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 614   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 615   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 616   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 617   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 618   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 619   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 620   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 621   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 622   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 623   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 624   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 625   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 626   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 627   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 628   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 629   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 630   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 631   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 632   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 633   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 634   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 635   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 636   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 637   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 638   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 639   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 640   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 641   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 642   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 643   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 644   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 645   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 646   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 647   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 648   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 649   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 650   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 651   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 652   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 653   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 654   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 655   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 656   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 657   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 658   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 659   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 660   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 661   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 662   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 663   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 664   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 665   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 666   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 667   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 668   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 669   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 670   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 671   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 672   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 673   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 674   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 675   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 676   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 677   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 678   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 679   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 680   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 681   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 682   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 683   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 684   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 685   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 686   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 687   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 688   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 689   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 690   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 691   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 692   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 693   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 694   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 695   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 696   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 697   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 698   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 699   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 700   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 701   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 702   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 703   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 704   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 705   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 706   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 707   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 708   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 709   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 710   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 711   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 712   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 713   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 714   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 715   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 716   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 717   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 718   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 719   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 720   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 721   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 722   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 723   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 724   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 725   32      2 Glutamate   Control        2        1.9, 2.2, 2.4, 2.8, 3.2
## 726   NA     NA Glutamate   Control        1                               
## 727   NA     NA Glutamate   Control        1                               
## 728   NA     NA Glutamate   Control        1                               
## 729   NA     NA Glutamate   Control        1                               
## 730   NA     NA Glutamate   Control        1                               
## 731   NA     NA Glutamate   Control        1                               
## 732   NA     NA Glutamate   Control        1                               
## 733   NA     NA Glutamate   Control        1                               
## 734   NA     NA Glutamate   Control        1                               
## 735   NA     NA Glutamate   Control        1                               
## 736   NA     NA Glutamate   Control        1                               
## 737   NA     NA Glutamate   Control        1                               
## 738   NA     NA Glutamate   Control        1                               
## 739   NA     NA Glutamate   Control        1                               
## 740   NA     NA Glutamate   Control        1                               
## 741   NA     NA Glutamate   Control        1                               
## 742   NA     NA Glutamate   Control        1                               
## 743   NA     NA Glutamate   Control        1                               
## 744   NA     NA Glutamate   Control        1                               
## 745   NA     NA Glutamate   Control        1                               
## 746   NA     NA Glutamate   Control        1                               
## 747   NA     NA Glutamate   Control        1                               
## 748   NA     NA Glutamate   Control        1                               
## 749   NA     NA Glutamate   Control        1                               
## 750   NA     NA Glutamate   Control        1                               
## 751   NA     NA Glutamate   Control        1                               
## 752   NA     NA Glutamate   Control        1                               
## 753   NA     NA Glutamate   Control        1                               
## 754   NA     NA Glutamate   Control        1                               
## 755   NA     NA Glutamate   Control        1                               
## 756   NA     NA Glutamate   Control        1                               
## 757   NA     NA Glutamate   Control        1                               
## 758   NA     NA Glutamate   Control        1                               
## 759   NA     NA Glutamate   Control        1                               
## 760   NA     NA Glutamate   Control        1                               
## 761   NA     NA Glutamate   Control        1                               
## 762   NA     NA Glutamate   Control        1                               
## 763   NA     NA Glutamate   Control        1                               
## 764   NA     NA Glutamate   Control        1                               
## 765   NA     NA Glutamate   Control        1                               
## 766   NA     NA Glutamate   Control        1                               
## 767   NA     NA Glutamate   Control        1                               
## 768   NA     NA Glutamate   Control        1                               
## 769   NA     NA Glutamate   Control        1                               
## 770   NA     NA Glutamate   Control        1                               
## 771   NA     NA Glutamate   Control        1                               
## 772   NA     NA Glutamate   Control        1                               
## 773   NA     NA Glutamate   Control        1                               
## 774   NA     NA Glutamate   Control        1                               
## 775   NA     NA Glutamate   Control        1                               
## 776   NA     NA Glutamate   Control        1                               
## 777   NA     NA Glutamate   Control        1                               
## 778   NA     NA Glutamate   Control        1                               
## 779   NA     NA Glutamate   Control        1                               
## 780   NA     NA Glutamate   Control        1                               
## 781   NA     NA Glutamate   Control        1                               
## 782   NA     NA Glutamate   Control        1                               
## 783   NA     NA Glutamate   Control        1                               
## 784   NA     NA Glutamate   Control        1                               
## 785   NA     NA Glutamate   Control        1                               
## 786   NA     NA Glutamate   Control        1                               
## 787   NA     NA Glutamate   Control        1                               
## 788   NA     NA Glutamate   Control        1                               
## 789   NA     NA Glutamate   Control        1                               
## 790   NA     NA Glutamate   Control        1                               
## 791   NA     NA Glutamate   Control        1                               
## 792   NA     NA Glutamate   Control        1                               
## 793   NA     NA Glutamate   Control        1                               
## 794   NA     NA Glutamate   Control        1                               
## 795   NA     NA Glutamate   Control        1                               
## 796   NA     NA Glutamate   Control        1                               
## 797   NA     NA Glutamate   Control        1                               
## 798   NA     NA Glutamate   Control        1                               
## 799   NA     NA Glutamate   Control        1                               
## 800   NA     NA Glutamate   Control        1                               
## 801   NA     NA Glutamate   Control        1                               
## 802   NA     NA Glutamate   Control        1                               
## 803   NA     NA Glutamate   Control        1                               
## 804   NA     NA Glutamate   Control        1                               
## 805   NA     NA Glutamate   Control        1                               
## 806   NA     NA Glutamate   Control        1                               
## 807   NA     NA Glutamate   Control        1                               
## 808   NA     NA Glutamate   Control        1                               
## 809   NA     NA Glutamate   Control        1                               
## 810   NA     NA Glutamate   Control        1                               
## 811   NA     NA Glutamate   Control        1                               
## 812   NA     NA Glutamate   Control        1                               
## 813   NA     NA Glutamate   Control        1                               
## 814   NA     NA Glutamate   Control        1                               
## 815   NA     NA Glutamate   Control        1                               
## 816   NA     NA Glutamate   Control        1                               
## 817   NA     NA Glutamate   Control        1                               
## 818   NA     NA Glutamate   Control        1                               
## 819   NA     NA Glutamate   Control        1                               
## 820   NA     NA Glutamate   Control        1                               
## 821   NA     NA Glutamate   Control        1                               
## 822   NA     NA Glutamate   Control        1                               
## 823   NA     NA Glutamate   Control        1                               
## 824   NA     NA Glutamate   Control        1                               
## 825   NA     NA Glutamate   Control        1                               
## 826   NA     NA Glutamate   Control        1                               
## 827   NA     NA Glutamate   Control        1                               
## 828   NA     NA Glutamate   Control        1                               
## 829   NA     NA Glutamate   Control        1                               
## 830   NA     NA Glutamate   Control        1                               
## 831   NA     NA Glutamate   Control        1                               
## 832   NA     NA Glutamate   Control        1                               
## 833   NA     NA Glutamate   Control        1                               
## 834   NA     NA Glutamate   Control        1                               
## 835   NA     NA Glutamate   Control        1                               
## 836   NA     NA Glutamate   Control        1                               
## 837   NA     NA Glutamate   Control        1                               
## 838   NA     NA Glutamate   Control        1                               
## 839   NA     NA Glutamate   Control        1                               
## 840   NA     NA Glutamate   Control        1                               
## 841   NA     NA Glutamate   Control        1                               
## 842   NA     NA Glutamate   Control        1                               
## 843   NA     NA Glutamate   Control        1                               
## 844   NA     NA Glutamate   Control        1                               
## 845   NA     NA Glutamate   Control        1                               
## 846   NA     NA Glutamate   Control        1                               
## 847   NA     NA Glutamate   Control        1                               
## 848   NA     NA Glutamate   Control        1                               
## 849   NA     NA Glutamate   Control        1                               
## 850   NA     NA Glutamate   Control        1                               
## 851   NA     NA Glutamate   Control        1                               
## 852   NA     NA Glutamate   Control        1                               
## 853   NA     NA Glutamate   Control        1                               
## 854   NA     NA Glutamate   Control        1                               
## 855   NA     NA Glutamate   Control        1                               
## 856   NA     NA Glutamate   Control        1                               
## 857   NA     NA Glutamate   Control        1                               
## 858   NA     NA Glutamate   Control        1                               
## 859   NA     NA Glutamate   Control        1                               
## 860   NA     NA Glutamate   Control        1                               
## 861   NA     NA Glutamate   Control        1                               
## 862   NA     NA Glutamate   Control        1                               
## 863   NA     NA Glutamate   Control        1                               
## 864   NA     NA Glutamate   Control        1                               
## 865   NA     NA Glutamate   Control        1                               
## 866   NA     NA Glutamate   Control        1                               
## 867   NA     NA Glutamate   Control        1                               
## 868   NA     NA Glutamate   Control        1                               
## 869   NA     NA Glutamate   Control        1                               
## 870   NA     NA Glutamate   Control        1                               
## 871   NA     NA Glutamate   Control        1                               
## 872   NA     NA Glutamate   Control        1                               
## 873   NA     NA Glutamate   Control        1                               
## 874   NA     NA Glutamate   Control        1                               
## 875   NA     NA Glutamate   Control        1                               
## 876   NA     NA Glutamate   Control        1                               
## 877   NA     NA Glutamate   Control        1                               
## 878   NA     NA Glutamate   Control        1                               
## 879   NA     NA Glutamate   Control        1                               
## 880   NA     NA Glutamate   Control        1                               
## 881   NA     NA Glutamate   Control        1                               
## 882   NA     NA Glutamate   Control        1                               
## 883   NA     NA Glutamate   Control        1                               
## 884   NA     NA Glutamate   Control        1                               
## 885   NA     NA Glutamate   Control        1                               
## 886   NA     NA Glutamate   Control        1                               
## 887   NA     NA Glutamate   Control        1                               
## 888   NA     NA Glutamate   Control        1                               
## 889   NA     NA Glutamate   Control        1                               
## 890   NA     NA Glutamate   Control        1                               
## 891   NA     NA Glutamate   Control        1                               
## 892   NA     NA Glutamate   Control        1                               
## 893   NA     NA Glutamate   Control        1                               
## 894   NA     NA Glutamate   Control        1                               
## 895   NA     NA Glutamate   Control        1                               
## 896   NA     NA Glutamate   Control        1                               
## 897   NA     NA Glutamate   Control        1                               
## 898   NA     NA Glutamate   Control        1                               
## 899   NA     NA Glutamate   Control        1                               
## 900   NA     NA Glutamate   Control        1                               
## 901   NA     NA Glutamate   Control        1                               
## 902   NA     NA Glutamate   Control        1                               
## 903   NA     NA Glutamate   Control        1                               
## 904   NA     NA Glutamate   Control        1                               
## 905   NA     NA Glutamate   Control        1                               
## 906   NA     NA Glutamate   Control        1                               
## 907   NA     NA Glutamate   Control        1                               
## 908   NA     NA Glutamate   Control        1                               
## 909   NA     NA Glutamate   Control        1                               
## 910   NA     NA Glutamate   Control        1                               
## 911   NA     NA Glutamate   Control        1                               
## 912   NA     NA Glutamate   Control        1                               
## 913   NA     NA Glutamate   Control        1                               
## 914   NA     NA Glutamate   Control        1                               
## 915   NA     NA Glutamate   Control        1                               
## 916   NA     NA Glutamate   Control        1                               
## 917   NA     NA Glutamate   Control        1                               
## 918   NA     NA Glutamate   Control        1                               
## 919   NA     NA Glutamate   Control        1                               
## 920   NA     NA Glutamate   Control        1                               
## 921   NA     NA Glutamate   Control        1                               
## 922   NA     NA Glutamate   Control        1                               
## 923   NA     NA Glutamate   Control        1                               
## 924   NA     NA Glutamate   Control        1                               
## 925   NA     NA Glutamate   Control        1                               
## 926   NA     NA Glutamate   Control        1                               
## 927   NA     NA Glutamate   Control        1                               
## 928   NA     NA Glutamate   Control        1                               
## 929   NA     NA Glutamate   Control        1                               
## 930   NA     NA Glutamate   Control        1                               
## 931   NA     NA Glutamate   Control        1                               
## 932   NA     NA Glutamate   Control        1                               
## 933   NA     NA Glutamate   Control        1                               
## 934   NA     NA Glutamate   Control        1                               
## 935   NA     NA Glutamate   Control        1                               
## 936   NA     NA Glutamate   Control        1                               
## 937   NA     NA Glutamate   Control        1                               
## 938   NA     NA Glutamate   Control        1                               
## 939   NA     NA Glutamate   Control        1                               
## 940   NA     NA Glutamate   Control        1                               
## 941   NA     NA Glutamate   Control        1                               
## 942   NA     NA Glutamate   Control        1                               
## 943   NA     NA Glutamate   Control        1                               
## 944   NA     NA Glutamate   Control        1                               
## 945   NA     NA Glutamate   Control        1                               
## 946   NA     NA Glutamate   Control        1                               
## 947   NA     NA Glutamate   Control        1                               
## 948   NA     NA Glutamate   Control        1                               
## 949   NA     NA Glutamate   Control        1                               
## 950   NA     NA Glutamate   Control        1                               
## 951   NA     NA Glutamate   Control        1                               
## 952   NA     NA Glutamate   Control        1                               
## 953   NA     NA Glutamate   Control        1                               
## 954   NA     NA Glutamate   Control        1                               
## 955   NA     NA Glutamate   Control        1                               
## 956   NA     NA Glutamate   Control        1                               
## 957   NA     NA Glutamate   Control        1                               
## 958   NA     NA Glutamate   Control        1                               
## 959   NA     NA Glutamate   Control        1                               
## 960   NA     NA Glutamate   Control        1                               
## 961   NA     NA Glutamate   Control        1                               
## 962   NA     NA Glutamate   Control        1                               
## 963   NA     NA Glutamate   Control        1                               
## 964   NA     NA Glutamate   Control        1                               
## 965   NA     NA Glutamate   Control        1                               
## 966   NA     NA Glutamate   Control        1                               
## 967   NA     NA Glutamate   Control        1                               
## 968   NA     NA Glutamate   Control        1                               
## 969   NA     NA Glutamate   Control        1                               
## 970   NA     NA Glutamate   Control        1                               
## 971   NA     NA Glutamate   Control        1                               
## 972   NA     NA Glutamate   Control        1                               
## 973   NA     NA Glutamate   Control        1                               
## 974   NA     NA Glutamate   Control        1                               
## 975   NA     NA Glutamate   Control        1                               
## 976   NA     NA Glutamate   Control        1                               
## 977   NA     NA Glutamate   Control        1                               
## 978   NA     NA Glutamate   Control        1                               
## 979   NA     NA Glutamate   Control        1                               
## 980   NA     NA Glutamate   Control        1                               
## 981   NA     NA Glutamate   Control        1                               
## 982   NA     NA Glutamate   Control        1                               
## 983   NA     NA Glutamate   Control        1                               
## 984   NA     NA Glutamate   Control        1                               
## 985   NA     NA Glutamate   Control        1                               
## 986   NA     NA Glutamate   Control        1                               
## 987   NA     NA Glutamate   Control        1                               
## 988   NA     NA Glutamate   Control        1                               
## 989   NA     NA Glutamate   Control        1                               
## 990   NA     NA Glutamate   Control        1                               
## 991   NA     NA Glutamate   Control        1                               
## 992   NA     NA Glutamate   Control        1                               
## 993   NA     NA Glutamate   Control        1                               
## 994   NA     NA Glutamate   Control        1                               
## 995   NA     NA Glutamate   Control        1                               
## 996   NA     NA Glutamate   Control        1                               
## 997   NA     NA Glutamate   Control        1                               
## 998   NA     NA Glutamate   Control        1                               
## 999   NA     NA Glutamate   Control        1                               
## 1000  NA     NA Glutamate   Control        1                               
## 1001  NA     NA Glutamate   Control        1                               
## 1002  NA     NA Glutamate   Control        1                               
## 1003  NA     NA Glutamate   Control        1                               
## 1004  NA     NA Glutamate   Control        1                               
## 1005  NA     NA Glutamate   Control        1                               
## 1006  NA     NA Glutamate   Control        1                               
## 1007  NA     NA Glutamate   Control        1                               
## 1008  NA     NA Glutamate   Control        1                               
## 1009  NA     NA Glutamate   Control        1                               
## 1010  NA     NA Glutamate   Control        1                               
## 1011  NA     NA Glutamate   Control        1                               
## 1012  NA     NA Glutamate   Control        1                               
## 1013  NA     NA Glutamate   Control        1                               
## 1014  NA     NA Glutamate   Control        1                               
## 1015  NA     NA Glutamate   Control        1                               
## 1016  NA     NA Glutamate   Control        1                               
## 1017  NA     NA Glutamate   Control        1                               
## 1018  NA     NA Glutamate   Control        1                               
## 1019  NA     NA Glutamate   Control        1                               
## 1020  NA     NA Glutamate   Control        1                               
## 1021  NA     NA Glutamate   Control        1                               
## 1022  NA     NA Glutamate   Control        1                               
## 1023  NA     NA Glutamate   Control        1                               
## 1024  NA     NA Glutamate   Control        1                               
## 1025  NA     NA Glutamate   Control        1                               
## 1026  NA     NA Glutamate   Control        1                               
## 1027  NA     NA Glutamate   Control        1                               
## 1028  NA     NA Glutamate   Control        1                               
## 1029  NA     NA Glutamate   Control        1                               
## 1030  NA     NA Glutamate   Control        1                               
## 1031  NA     NA Glutamate   Control        1                               
## 1032  NA     NA Glutamate   Control        1                               
## 1033  NA     NA Glutamate   Control        1                               
## 1034  NA     NA Glutamate   Control        1                               
## 1035  NA     NA Glutamate   Control        1                               
## 1036  NA     NA Glutamate   Control        1                               
## 1037  NA     NA Glutamate   Control        1                               
## 1038  NA     NA Glutamate   Control        1                               
## 1039  NA     NA Glutamate   Control        1                               
## 1040  NA     NA Glutamate   Control        1                               
## 1041  NA     NA Glutamate   Control        1                               
## 1042  NA     NA Glutamate   Control        1                               
## 1043  NA     NA Glutamate   Control        1                               
## 1044  NA     NA Glutamate   Control        1                               
## 1045  NA     NA Glutamate   Control        1                               
## 1046  NA     NA Glutamate   Control        1                               
## 1047  NA     NA Glutamate   Control        1                               
## 1048  NA     NA Glutamate   Control        1                               
## 1049  NA     NA Glutamate   Control        1                               
## 1050  NA     NA Glutamate   Control        1                               
## 1051  NA     NA Glutamate   Control        1                               
## 1052  NA     NA Glutamate   Control        1                               
## 1053  NA     NA Glutamate   Control        1                               
## 1054  NA     NA Glutamate   Control        1                               
## 1055  NA     NA Glutamate   Control        1                               
## 1056  NA     NA Glutamate   Control        1                               
## 1057  NA     NA Glutamate   Control        1                               
## 1058  NA     NA Glutamate   Control        1                               
## 1059  NA     NA Glutamate   Control        1                               
## 1060  NA     NA Glutamate   Control        1                               
## 1061  NA     NA Glutamate   Control        1                               
## 1062  NA     NA Glutamate   Control        1                               
## 1063  NA     NA Glutamate   Control        1                               
## 1064  NA     NA Glutamate   Control        1                               
## 1065  NA     NA Glutamate   Control        1                               
## 1066  NA     NA Glutamate   Control        1                               
## 1067  NA     NA Glutamate   Control        1                               
## 1068  NA     NA Glutamate   Control        1                               
## 1069  NA     NA Glutamate   Control        1                               
## 1070  NA     NA Glutamate   Control        1                               
## 1071  NA     NA Glutamate   Control        1                               
## 1072  NA     NA Glutamate   Control        1                               
## 1073  NA     NA Glutamate   Control        1                               
## 1074  NA     NA Glutamate   Control        1                               
## 1075  NA     NA Glutamate   Control        1                               
## 1076  NA     NA Glutamate   Control        1                               
## 1077  NA     NA Glutamate   Control        1                               
## 1078  NA     NA Glutamate   Control        1                               
## 1079  NA     NA Glutamate   Control        1                               
## 1080  NA     NA Glutamate   Control        1                               
## 1081  NA     NA Glutamate   Control        1                               
## 1082  NA     NA Glutamate   Control        1                               
## 1083  NA     NA Glutamate   Control        1                               
## 1084  NA     NA Glutamate   Control        1                               
## 1085  NA     NA Glutamate   Control        1                               
## 1086  NA     NA Glutamate   Control        1                               
## 1087  NA     NA Glutamate   Control        1                               
## 1088  NA     NA Glutamate   Control        1                               
## 1089  NA     NA Glutamate   Control        1                               
## 1090  NA     NA Glutamate   Control        1                               
## 1091  NA     NA Glutamate   Control        1                               
## 1092  NA     NA Glutamate   Control        1                               
## 1093  NA     NA Glutamate   Control        1                               
## 1094  NA     NA Glutamate   Control        1                               
## 1095  NA     NA Glutamate   Control        1                               
## 1096  NA     NA Glutamate   Control        1                               
## 1097  NA     NA Glutamate   Control        1                               
## 1098  NA     NA Glutamate   Control        1                               
## 1099  NA     NA Glutamate   Control        1                               
## 1100  NA     NA Glutamate   Control        1                               
## 1101  NA     NA Glutamate   Control        1                               
## 1102  NA     NA Glutamate   Control        1                               
## 1103  NA     NA Glutamate   Control        1                               
## 1104  NA     NA Glutamate   Control        1                               
## 1105  NA     NA Glutamate   Control        1                               
## 1106  NA     NA Glutamate   Control        1                               
## 1107  NA     NA Glutamate   Control        1                               
## 1108  NA     NA Glutamate   Control        1                               
## 1109  NA     NA Glutamate   Control        1                               
## 1110  NA     NA Glutamate   Control        1                               
## 1111  NA     NA Glutamate   Control        1                               
## 1112  NA     NA Glutamate   Control        1                               
## 1113  NA     NA Glutamate   Control        1                               
## 1114  NA     NA Glutamate   Control        1                               
## 1115  NA     NA Glutamate   Control        1                               
## 1116  NA     NA Glutamate   Control        1                               
## 1117  NA     NA Glutamate   Control        1                               
## 1118  NA     NA Glutamate   Control        1                               
## 1119  NA     NA Glutamate   Control        1                               
## 1120  NA     NA Glutamate   Control        1                               
## 1121  NA     NA Glutamate   Control        1                               
## 1122  NA     NA Glutamate   Control        1                               
## 1123  NA     NA Glutamate   Control        1                               
## 1124  NA     NA Glutamate   Control        1                               
## 1125  NA     NA Glutamate   Control        1                               
## 1126  NA     NA Glutamate   Control        1                               
## 1127  NA     NA Glutamate   Control        1                               
## 1128  NA     NA Glutamate   Control        1                               
## 1129  NA     NA Glutamate   Control        1                               
## 1130  NA     NA Glutamate   Control        1                               
## 1131  NA     NA Glutamate   Control        1                               
## 1132  NA     NA Glutamate   Control        1                               
## 1133  NA     NA Glutamate   Control        1                               
## 1134  NA     NA Glutamate   Control        1                               
## 1135  NA     NA Glutamate   Control        1                               
## 1136  NA     NA Glutamate   Control        1                               
## 1137  NA     NA Glutamate   Control        1                               
## 1138  NA     NA Glutamate   Control        1                               
## 1139  NA     NA Glutamate   Control        1                               
## 1140  NA     NA Glutamate   Control        1                               
## 1141  NA     NA Glutamate   Control        1                               
## 1142  NA     NA Glutamate   Control        1                               
## 1143  NA     NA Glutamate   Control        1                               
## 1144  NA     NA Glutamate   Control        1                               
## 1145  NA     NA Glutamate   Control        1                               
## 1146  NA     NA Glutamate   Control        1                               
## 1147  NA     NA Glutamate   Control        1                               
## 1148  NA     NA Glutamate   Control        1                               
## 1149  NA     NA Glutamate   Control        1                               
## 1150  NA     NA Glutamate   Control        1                               
## 1151  NA     NA Glutamate   Control        1                               
## 1152  NA     NA Glutamate   Control        1                               
## 1153  NA     NA Glutamate   Control        1                               
## 1154  NA     NA Glutamate   Control        1                               
## 1155  NA     NA Glutamate   Control        1                               
## 1156  NA     NA Glutamate   Control        1                               
## 1157  NA     NA Glutamate   Control        1                               
## 1158  NA     NA Glutamate   Control        1                               
## 1159  NA     NA Glutamate   Control        1                               
## 1160  NA     NA Glutamate   Control        1                               
## 1161  NA     NA Glutamate   Control        1                               
## 1162  NA     NA Glutamate   Control        1                               
## 1163  NA     NA Glutamate   Control        1                               
## 1164  NA     NA Glutamate   Control        1                               
## 1165  NA     NA Glutamate   Control        1                               
## 1166  NA     NA Glutamate   Control        1                               
## 1167  NA     NA Glutamate   Control        1                               
## 1168  NA     NA Glutamate   Control        1                               
## 1169  NA     NA Glutamate   Control        1                               
## 1170  NA     NA Glutamate   Control        1                               
## 1171  NA     NA Glutamate   Control        1                               
## 1172  NA     NA Glutamate   Control        1                               
## 1173  NA     NA Glutamate   Control        1                               
## 1174  NA     NA Glutamate   Control        1                               
## 1175  NA     NA Glutamate   Control        1                               
## 1176  NA     NA Glutamate   Control        1                               
## 1177  NA     NA Glutamate   Control        1                               
## 1178  NA     NA Glutamate   Control        1                               
## 1179  NA     NA Glutamate   Control        1                               
## 1180  NA     NA Glutamate   Control        1                               
## 1181  NA     NA Glutamate   Control        1                               
## 1182  NA     NA Glutamate   Control        1                               
## 1183  NA     NA Glutamate   Control        1                               
## 1184  NA     NA Glutamate   Control        1                               
## 1185  NA     NA Glutamate   Control        1                               
## 1186  NA     NA Glutamate   Control        1                               
## 1187  NA     NA Glutamate   Control        1                               
## 1188  NA     NA Glutamate   Control        1                               
## 1189  NA     NA Glutamate   Control        1                               
## 1190  NA     NA Glutamate   Control        1                               
## 1191  NA     NA Glutamate   Control        1                               
## 1192  NA     NA Glutamate   Control        1                               
## 1193  NA     NA Glutamate   Control        1                               
## 1194  NA     NA Glutamate   Control        1                               
## 1195  NA     NA Glutamate   Control        1                               
## 1196  NA     NA Glutamate   Control        1                               
## 1197  NA     NA Glutamate   Control        1                               
## 1198  NA     NA Glutamate   Control        1                               
## 1199  NA     NA Glutamate   Control        1                               
## 1200  NA     NA Glutamate   Control        1                               
## 1201  NA     NA Glutamate   Control        1                               
## 1202  NA     NA Glutamate   Control        1                               
## 1203  NA     NA Glutamate   Control        1                               
## 1204  NA     NA Glutamate   Control        1                               
## 1205  NA     NA Glutamate   Control        1                               
## 1206  NA     NA Glutamate   Control        1                               
## 1207  NA     NA Glutamate   Control        1                               
## 1208  NA     NA Glutamate   Control        1                               
## 1209  NA     NA Glutamate   Control        1                               
## 1210  NA     NA Glutamate   Control        1                               
## 1211  NA     NA Glutamate   Control        1                               
## 1212  NA     NA Glutamate   Control        1                               
## 1213  NA     NA Glutamate   Control        1                               
## 1214  NA     NA Glutamate   Control        1                               
## 1215  NA     NA Glutamate   Control        1                               
## 1216  NA     NA Glutamate   Control        1                               
## 1217  NA     NA Glutamate   Control        1                               
## 1218  NA     NA Glutamate   Control        1                               
## 1219  NA     NA Glutamate   Control        1                               
## 1220  NA     NA Glutamate   Control        1                               
## 1221  NA     NA Glutamate   Control        1                               
## 1222  NA     NA Glutamate   Control        1                               
## 1223  NA     NA Glutamate   Control        1                               
## 1224  NA     NA Glutamate   Control        1                               
## 1225  NA     NA Glutamate   Control        1                               
## 1226  NA     NA Glutamate   Control        1                               
## 1227  NA     NA Glutamate   Control        1                               
## 1228  NA     NA Glutamate   Control        1                               
## 1229  NA     NA Glutamate   Control        1                               
## 1230  NA     NA Glutamate   Control        1                               
## 1231  NA     NA Glutamate   Control        1                               
## 1232  NA     NA Glutamate   Control        1                               
## 1233  NA     NA Glutamate   Control        1                               
## 1234  NA     NA Glutamate   Control        1                               
## 1235  NA     NA Glutamate   Control        1                               
## 1236  NA     NA Glutamate   Control        1                               
## 1237  NA     NA Glutamate   Control        1                               
## 1238  NA     NA Glutamate   Control        1                               
## 1239  NA     NA Glutamate   Control        1                               
## 1240  NA     NA Glutamate   Control        1                               
## 1241  NA     NA Glutamate   Control        1                               
## 1242  NA     NA Glutamate   Control        1                               
## 1243  NA     NA Glutamate   Control        1                               
## 1244  NA     NA Glutamate   Control        1                               
## 1245  NA     NA Glutamate   Control        1                               
## 1246  NA     NA Glutamate   Control        1                               
## 1247  NA     NA Glutamate   Control        1                               
## 1248  NA     NA Glutamate   Control        1                               
## 1249  NA     NA Glutamate   Control        1                               
## 1250  NA     NA Glutamate   Control        1                               
## 1251  NA     NA Glutamate   Control        1                               
## 1252  NA     NA Glutamate   Control        1                               
## 1253  NA     NA Glutamate   Control        1                               
## 1254  NA     NA Glutamate   Control        1                               
## 1255  NA     NA Glutamate   Control        1                               
## 1256  NA     NA Glutamate   Control        1                               
## 1257  NA     NA Glutamate   Control        1                               
## 1258  NA     NA Glutamate   Control        1                               
## 1259  NA     NA Glutamate   Control        1                               
## 1260  NA     NA Glutamate   Control        1                               
## 1261  NA     NA Glutamate   Control        1                               
## 1262  NA     NA Glutamate   Control        1                               
## 1263  NA     NA Glutamate   Control        1                               
## 1264  NA     NA Glutamate   Control        1                               
## 1265  NA     NA Glutamate   Control        1                               
## 1266  NA     NA Glutamate   Control        1                               
## 1267  NA     NA Glutamate   Control        1                               
## 1268  NA     NA Glutamate   Control        1                               
## 1269  NA     NA Glutamate   Control        1                               
## 1270  NA     NA Glutamate   Control        1                               
## 1271  NA     NA Glutamate   Control        1                               
## 1272  NA     NA Glutamate   Control        1                               
## 1273  NA     NA Glutamate   Control        1                               
## 1274  NA     NA Glutamate   Control        1                               
## 1275  NA     NA Glutamate   Control        1                               
## 1276  NA     NA Glutamate   Control        1                               
## 1277  NA     NA Glutamate   Control        1                               
## 1278  NA     NA Glutamate   Control        1                               
## 1279  NA     NA Glutamate   Control        1                               
## 1280  NA     NA Glutamate   Control        1                               
## 1281  NA     NA Glutamate   Control        1                               
## 1282  NA     NA Glutamate   Control        1                               
## 1283  NA     NA Glutamate   Control        1                               
## 1284  NA     NA Glutamate   Control        1                               
## 1285  NA     NA Glutamate   Control        1                               
## 1286  NA     NA Glutamate   Control        1                               
## 1287  NA     NA Glutamate   Control        1                               
## 1288  NA     NA Glutamate   Control        1                               
## 1289  NA     NA Glutamate   Control        1                               
## 1290  NA     NA Glutamate   Control        1                               
## 1291  NA     NA Glutamate   Control        1                               
## 1292  NA     NA Glutamate   Control        1                               
## 1293  NA     NA Glutamate   Control        1                               
## 1294  NA     NA Glutamate   Control        1                               
## 1295  NA     NA Glutamate   Control        1                               
## 1296  NA     NA Glutamate   Control        1                               
## 1297  NA     NA Glutamate   Control        1                               
## 1298  NA     NA Glutamate   Control        1                               
## 1299  NA     NA Glutamate   Control        1                               
## 1300  NA     NA Glutamate   Control        1                               
## 1301  NA     NA Glutamate   Control        1                               
## 1302  NA     NA Glutamate   Control        1                               
## 1303  NA     NA Glutamate   Control        1                               
## 1304  NA     NA Glutamate   Control        1                               
## 1305  NA     NA Glutamate   Control        1                               
## 1306  NA     NA Glutamate   Control        1                               
## 1307  NA     NA Glutamate   Control        1                               
## 1308  NA     NA Glutamate   Control        1                               
## 1309  NA     NA Glutamate   Control        1                               
## 1310  NA     NA Glutamate   Control        1                               
## 1311  NA     NA Glutamate   Control        1                               
## 1312  NA     NA Glutamate   Control        1                               
## 1313  NA     NA Glutamate   Control        1                               
## 1314  NA     NA Glutamate   Control        1                               
## 1315  NA     NA Glutamate   Control        1                               
## 1316  NA     NA Glutamate   Control        1                               
## 1317  NA     NA Glutamate   Control        1                               
## 1318  NA     NA Glutamate   Control        1                               
## 1319  NA     NA Glutamate   Control        1                               
## 1320  NA     NA Glutamate   Control        1                               
## 1321  NA     NA Glutamate   Control        1                               
## 1322  NA     NA Glutamate   Control        1                               
## 1323  NA     NA Glutamate   Control        1                               
## 1324  NA     NA Glutamate   Control        1                               
## 1325  NA     NA Glutamate   Control        1                               
## 1326  NA     NA Glutamate   Control        1                               
## 1327  NA     NA Glutamate   Control        1                               
## 1328  NA     NA Glutamate   Control        1                               
## 1329  NA     NA Glutamate   Control        1                               
## 1330  NA     NA Glutamate   Control        1                               
## 1331  NA     NA Glutamate   Control        1                               
## 1332  NA     NA Glutamate   Control        1                               
## 1333  NA     NA Glutamate   Control        1                               
## 1334  NA     NA Glutamate   Control        1                               
## 1335  NA     NA Glutamate   Control        1                               
## 1336  NA     NA Glutamate   Control        1                               
## 1337  NA     NA Glutamate   Control        1                               
## 1338  NA     NA Glutamate   Control        1                               
## 1339  NA     NA Glutamate   Control        1                               
## 1340  NA     NA Glutamate   Control        1                               
## 1341  NA     NA Glutamate   Control        1                               
## 1342  NA     NA Glutamate   Control        1                               
## 1343  NA     NA Glutamate   Control        1                               
## 1344  NA     NA Glutamate   Control        1                               
## 1345  NA     NA Glutamate   Control        1                               
## 1346  NA     NA Glutamate   Control        1                               
## 1347  NA     NA Glutamate   Control        1                               
## 1348  NA     NA Glutamate   Control        1                               
## 1349  NA     NA Glutamate   Control        1                               
## 1350  NA     NA Glutamate   Control        1                               
## 1351  NA     NA Glutamate   Control        1                               
## 1352  NA     NA Glutamate   Control        1                               
## 1353  NA     NA Glutamate   Control        1                               
## 1354  NA     NA Glutamate   Control        1                               
## 1355  NA     NA Glutamate   Control        1                               
## 1356  NA     NA Glutamate   Control        1                               
## 1357  NA     NA Glutamate   Control        1                               
## 1358  NA     NA Glutamate   Control        1                               
## 1359  NA     NA Glutamate   Control        1                               
## 1360  NA     NA Glutamate   Control        1                               
## 1361  NA     NA Glutamate   Control        1                               
## 1362  NA     NA Glutamate   Control        1                               
## 1363  NA     NA Glutamate   Control        1                               
## 1364  NA     NA Glutamate   Control        1                               
## 1365  NA     NA Glutamate   Control        1                               
## 1366  NA     NA Glutamate   Control        1                               
## 1367  NA     NA Glutamate   Control        1                               
## 1368  NA     NA Glutamate   Control        1                               
## 1369  NA     NA Glutamate   Control        1                               
## 1370  NA     NA Glutamate   Control        1                               
## 1371  NA     NA Glutamate   Control        1                               
## 1372  NA     NA Glutamate   Control        1                               
## 1373  NA     NA Glutamate   Control        1                               
## 1374  NA     NA Glutamate   Control        1                               
## 1375  NA     NA Glutamate   Control        1                               
## 1376  NA     NA Glutamate   Control        1                               
## 1377  NA     NA Glutamate   Control        1                               
## 1378  NA     NA Glutamate   Control        1                               
## 1379  NA     NA Glutamate   Control        1                               
## 1380  NA     NA Glutamate   Control        1                               
## 1381  NA     NA Glutamate   Control        1                               
## 1382  NA     NA Glutamate   Control        1                               
## 1383  NA     NA Glutamate   Control        1                               
## 1384  NA     NA Glutamate   Control        1                               
## 1385  NA     NA Glutamate   Control        1                               
## 1386  NA     NA Glutamate   Control        1                               
## 1387  NA     NA Glutamate   Control        1                               
## 1388  NA     NA Glutamate   Control        1                               
## 1389  NA     NA Glutamate   Control        1                               
## 1390  NA     NA Glutamate   Control        1                               
## 1391  NA     NA Glutamate   Control        1                               
## 1392  NA     NA Glutamate   Control        1                               
## 1393  NA     NA Glutamate   Control        1                               
## 1394  NA     NA Glutamate   Control        1                               
## 1395  NA     NA Glutamate   Control        1                               
## 1396  NA     NA Glutamate   Control        1                               
## 1397  NA     NA Glutamate   Control        1                               
## 1398  NA     NA Glutamate   Control        1                               
## 1399  NA     NA Glutamate   Control        1                               
## 1400  NA     NA Glutamate   Control        1                               
## 1401  NA     NA Glutamate   Control        1                               
## 1402  NA     NA Glutamate   Control        1                               
## 1403  NA     NA Glutamate   Control        1                               
## 1404  NA     NA Glutamate   Control        1                               
## 1405  NA     NA Glutamate   Control        1                               
## 1406  NA     NA Glutamate   Control        1                               
## 1407  NA     NA Glutamate   Control        1                               
## 1408  NA     NA Glutamate   Control        1                               
## 1409  NA     NA Glutamate   Control        1                               
## 1410  NA     NA Glutamate   Control        1                               
## 1411  NA     NA Glutamate   Control        1                               
## 1412  NA     NA Glutamate   Control        1                               
## 1413  NA     NA Glutamate   Control        1                               
## 1414  NA     NA Glutamate   Control        1                               
## 1415  NA     NA Glutamate   Control        1                               
## 1416  NA     NA Glutamate   Control        1                               
## 1417  NA     NA Glutamate   Control        1                               
## 1418  NA     NA Glutamate   Control        1                               
## 1419  NA     NA Glutamate   Control        1                               
## 1420  NA     NA Glutamate   Control        1                               
## 1421  NA     NA Glutamate   Control        1                               
## 1422  NA     NA Glutamate   Control        1                               
## 1423  NA     NA Glutamate   Control        1                               
## 1424  NA     NA Glutamate   Control        1                               
## 1425  NA     NA Glutamate   Control        1                               
## 1426  NA     NA Glutamate   Control        1                               
## 1427  NA     NA Glutamate   Control        1                               
## 1428  NA     NA Glutamate   Control        1                               
## 1429  NA     NA Glutamate   Control        1                               
## 1430  NA     NA Glutamate   Control        1                               
## 1431  NA     NA Glutamate   Control        1                               
## 1432  NA     NA Glutamate   Control        1                               
## 1433  NA     NA Glutamate   Control        1                               
## 1434  NA     NA Glutamate   Control        1                               
## 1435  NA     NA Glutamate   Control        1                               
## 1436  NA     NA Glutamate   Control        1                               
## 1437  NA     NA Glutamate   Control        1                               
## 1438  NA     NA Glutamate   Control        1                               
## 1439  NA     NA Glutamate   Control        1                               
## 1440  NA     NA Glutamate   Control        1                               
## 1441  NA     NA Glutamate   Control        1                               
## 1442  NA     NA Glutamate   Control        1                               
## 1443  NA     NA Glutamate   Control        1                               
## 1444  NA     NA Glutamate   Control        1                               
## 1445  NA     NA Glutamate   Control        1                               
## 1446  NA     NA Glutamate   Control        1                               
## 1447  NA     NA Glutamate   Control        1                               
## 1448  NA     NA Glutamate   Control        1                               
## 1449  NA     NA Glutamate   Control        1                               
## 1450  NA     NA Glutamate   Control        1                               
## 1451  NA     NA Glutamate   Control        1                               
## 1452  NA     NA Glutamate   Control        1                               
## 1453  NA     NA Glutamate   Control        1                               
## 1454  NA     NA Glutamate   Control        1                               
## 1455  NA     NA Glutamate   Control        1                               
## 1456  NA     NA Glutamate   Control        1                               
## 1457  NA     NA Glutamate   Control        1                               
## 1458  NA     NA Glutamate   Control        1                               
## 1459  NA     NA Glutamate   Control        1                               
## 1460  NA     NA Glutamate   Control        1                               
## 1461  NA     NA Glutamate   Control        1                               
## 1462  NA     NA Glutamate   Control        1                               
## 1463  NA     NA Glutamate   Control        1                               
## 1464  NA     NA Glutamate   Control        1                               
## 1465  NA     NA Glutamate   Control        1                               
## 1466  NA     NA Glutamate   Control        1                               
## 1467  NA     NA Glutamate   Control        1                               
## 1468  NA     NA Glutamate   Control        1                               
## 1469  NA     NA Glutamate   Control        1                               
## 1470  NA     NA Glutamate   Control        1                               
## 1471  NA     NA Glutamate   Control        1                               
## 1472  NA     NA Glutamate   Control        1                               
## 1473  NA     NA Glutamate   Control        1                               
## 1474  NA     NA Glutamate   Control        1                               
## 1475  NA     NA Glutamate   Control        1                               
## 1476  NA     NA Glutamate   Control        1                               
## 1477  NA     NA Glutamate   Control        1                               
## 1478  NA     NA Glutamate   Control        1                               
## 1479  NA     NA Glutamate   Control        1                               
## 1480  NA     NA Glutamate   Control        1                               
## 1481  NA     NA Glutamate   Control        1                               
## 1482  NA     NA Glutamate   Control        1                               
## 1483  NA     NA Glutamate   Control        1                               
## 1484  NA     NA Glutamate   Control        1                               
## 1485  NA     NA Glutamate   Control        1                               
## 1486  NA     NA Glutamate   Control        1                               
## 1487  NA     NA Glutamate   Control        1                               
## 1488  NA     NA Glutamate   Control        1                               
## 1489  NA     NA Glutamate   Control        1                               
## 1490  NA     NA Glutamate   Control        1                               
## 1491  NA     NA Glutamate   Control        1                               
## 1492  NA     NA Glutamate   Control        1                               
## 1493  NA     NA Glutamate   Control        1                               
## 1494  NA     NA Glutamate   Control        1                               
## 1495  NA     NA Glutamate   Control        1                               
## 1496  NA     NA Glutamate   Control        1                               
## 1497  NA     NA Glutamate   Control        1                               
## 1498  NA     NA Glutamate   Control        1                               
## 1499  NA     NA Glutamate   Control        1                               
## 1500  NA     NA Glutamate   Control        1                               
## 1501  NA     NA Glutamate   Control        1                               
## 1502  NA     NA Glutamate   Control        1                               
## 1503  NA     NA Glutamate   Control        1                               
## 1504  NA     NA Glutamate   Control        1                               
## 1505  NA     NA Glutamate   Control        1                               
## 1506  NA     NA Glutamate   Control        1                               
## 1507  NA     NA Glutamate   Control        1                               
## 1508  NA     NA Glutamate   Control        1                               
## 1509  NA     NA Glutamate   Control        1                               
## 1510  NA     NA Glutamate   Control        1                               
## 1511  NA     NA Glutamate   Control        1                               
## 1512  NA     NA Glutamate   Control        1                               
## 1513  NA     NA Glutamate   Control        1                               
## 1514  NA     NA Glutamate   Control        1                               
## 1515  NA     NA Glutamate   Control        1                               
## 1516  NA     NA Glutamate   Control        1                               
## 1517  NA     NA Glutamate   Control        1                               
## 1518  NA     NA Glutamate   Control        1                               
## 1519  NA     NA Glutamate   Control        1                               
## 1520  NA     NA Glutamate   Control        1                               
## 1521  NA     NA Glutamate   Control        1                               
## 1522  NA     NA Glutamate   Control        1                               
## 1523  NA     NA Glutamate   Control        1                               
## 1524  NA     NA Glutamate   Control        1                               
## 1525  NA     NA Glutamate   Control        1                               
## 1526  NA     NA Glutamate   Control        1                               
## 1527  NA     NA Glutamate   Control        1                               
## 1528  NA     NA Glutamate   Control        1                               
## 1529  NA     NA Glutamate   Control        1                               
## 1530  NA     NA Glutamate   Control        1                               
## 1531  NA     NA Glutamate   Control        1                               
## 1532  NA     NA Glutamate   Control        1                               
## 1533  NA     NA Glutamate   Control        1                               
## 1534  NA     NA Glutamate   Control        1                               
## 1535  NA     NA Glutamate   Control        1                               
## 1536  NA     NA Glutamate   Control        1                               
## 1537  NA     NA Glutamate   Control        1                               
## 1538  NA     NA Glutamate   Control        1                               
## 1539  NA     NA Glutamate   Control        1                               
## 1540  NA     NA Glutamate   Control        1                               
## 1541  NA     NA Glutamate   Control        1                               
## 1542  NA     NA Glutamate   Control        1                               
## 1543  NA     NA Glutamate   Control        1                               
## 1544  NA     NA Glutamate   Control        1                               
## 1545  NA     NA Glutamate   Control        1                               
## 1546  NA     NA Glutamate   Control        1                               
## 1547  NA     NA Glutamate   Control        1                               
## 1548  NA     NA Glutamate   Control        1                               
## 1549  NA     NA Glutamate   Control        1                               
## 1550  NA     NA Glutamate   Control        1                               
## 1551  NA     NA Glutamate   Control        1                               
## 1552  NA     NA Glutamate   Control        1                               
## 1553  NA     NA Glutamate   Control        1                               
## 1554  NA     NA Glutamate   Control        1                               
## 1555  NA     NA Glutamate   Control        1                               
## 1556  NA     NA Glutamate   Control        1                               
## 1557  NA     NA Glutamate   Control        1                               
## 1558  NA     NA Glutamate   Control        1                               
## 1559  NA     NA Glutamate   Control        1                               
## 1560  NA     NA Glutamate   Control        1                               
## 1561  NA     NA Glutamate   Control        1                               
## 1562  NA     NA Glutamate   Control        1                               
## 1563  NA     NA Glutamate   Control        1                               
## 1564  NA     NA Glutamate   Control        1                               
## 1565  NA     NA Glutamate   Control        1                               
## 1566  NA     NA Glutamate   Control        1                               
## 1567  NA     NA Glutamate   Control        1                               
## 1568  NA     NA Glutamate   Control        1                               
## 1569  NA     NA Glutamate   Control        1                               
## 1570  NA     NA Glutamate   Control        1                               
## 1571  NA     NA Glutamate   Control        1                               
## 1572  NA     NA Glutamate   Control        1                               
## 1573  NA     NA Glutamate   Control        1                               
## 1574  NA     NA Glutamate   Control        1                               
## 1575  NA     NA Glutamate   Control        1                               
## 1576  NA     NA Glutamate   Control        1                               
## 1577  NA     NA Glutamate   Control        1                               
## 1578  NA     NA Glutamate   Control        1                               
## 1579  NA     NA Glutamate   Control        1                               
## 1580  NA     NA Glutamate   Control        1                               
## 1581  NA     NA Glutamate   Control        1                               
## 1582  NA     NA Glutamate   Control        1                               
## 1583  NA     NA Glutamate   Control        1                               
## 1584  NA     NA Glutamate   Control        1                               
## 1585  NA     NA Glutamate   Control        1                               
## 1586  NA     NA Glutamate   Control        1                               
## 1587  NA     NA Glutamate   Control        1                               
## 1588  NA     NA Glutamate   Control        1                               
## 1589  NA     NA Glutamate   Control        1                               
## 1590  NA     NA Glutamate   Control        1                               
## 1591  NA     NA Glutamate   Control        1                               
## 1592  NA     NA Glutamate   Control        1                               
## 1593  NA     NA Glutamate   Control        1                               
## 1594  NA     NA Glutamate   Control        1                               
## 1595  NA     NA Glutamate   Control        1                               
## 1596  NA     NA Glutamate   Control        1                               
## 1597  NA     NA Glutamate   Control        1                               
## 1598  NA     NA Glutamate   Control        1                               
## 1599  NA     NA Glutamate   Control        1                               
## 1600  NA     NA Glutamate   Control        1                               
## 1601  NA     NA Glutamate   Control        1                               
## 1602  NA     NA Glutamate   Control        1                               
## 1603  NA     NA Glutamate   Control        1                               
## 1604  NA     NA Glutamate   Control        1                               
## 1605  NA     NA Glutamate   Control        1                               
## 1606  NA     NA Glutamate   Control        1                               
## 1607  NA     NA Glutamate   Control        1                               
## 1608  NA     NA Glutamate   Control        1                               
## 1609  NA     NA Glutamate   Control        1                               
## 1610  NA     NA Glutamate   Control        1                               
## 1611  NA     NA Glutamate   Control        1                               
## 1612  NA     NA Glutamate   Control        1                               
## 1613  NA     NA Glutamate   Control        1                               
## 1614  NA     NA Glutamate   Control        1                               
## 1615  NA     NA Glutamate   Control        1                               
## 1616  NA     NA Glutamate   Control        1                               
## 1617  NA     NA Glutamate   Control        1                               
## 1618  NA     NA Glutamate   Control        1                               
## 1619  NA     NA Glutamate   Control        1                               
## 1620  NA     NA Glutamate   Control        1                               
## 1621  NA     NA Glutamate   Control        1                               
## 1622  NA     NA Glutamate   Control        1                               
## 1623  NA     NA Glutamate   Control        1                               
## 1624  NA     NA Glutamate   Control        1                               
## 1625  NA     NA Glutamate   Control        1                               
## 1626  NA     NA Glutamate   Control        1                               
## 1627  NA     NA Glutamate   Control        1                               
## 1628  NA     NA Glutamate   Control        1                               
## 1629  NA     NA Glutamate   Control        1                               
## 1630  NA     NA Glutamate   Control        1                               
## 1631  NA     NA Glutamate   Control        1                               
## 1632  NA     NA Glutamate   Control        1                               
## 1633  NA     NA Glutamate   Control        1                               
## 1634  NA     NA Glutamate   Control        1                               
## 1635  NA     NA Glutamate   Control        1                               
## 1636  NA     NA Glutamate   Control        1                               
## 1637  NA     NA Glutamate   Control        1                               
## 1638  NA     NA Glutamate   Control        1                               
## 1639  NA     NA Glutamate   Control        1                               
## 1640  NA     NA Glutamate   Control        1                               
## 1641  NA     NA Glutamate   Control        1                               
## 1642  NA     NA Glutamate   Control        1                               
## 1643  NA     NA Glutamate   Control        1                               
## 1644  NA     NA Glutamate   Control        1                               
## 1645  NA     NA Glutamate   Control        1                               
## 1646  NA     NA Glutamate   Control        1                               
## 1647  NA     NA Glutamate   Control        1                               
## 1648  NA     NA Glutamate   Control        1                               
## 1649  NA     NA Glutamate   Control        1                               
## 1650  NA     NA Glutamate   Control        1                               
## 1651  NA     NA Glutamate   Control        1                               
## 1652  NA     NA Glutamate   Control        1                               
## 1653  NA     NA Glutamate   Control        1                               
## 1654  NA     NA Glutamate   Control        1                               
## 1655  NA     NA Glutamate   Control        1                               
## 1656  NA     NA Glutamate   Control        1                               
## 1657  NA     NA Glutamate   Control        1                               
## 1658  NA     NA Glutamate   Control        1                               
## 1659  NA     NA Glutamate   Control        1                               
## 1660  NA     NA Glutamate   Control        1                               
## 1661  NA     NA Glutamate   Control        1                               
## 1662  NA     NA Glutamate   Control        1                               
## 1663  NA     NA Glutamate   Control        1                               
## 1664  NA     NA Glutamate   Control        1                               
## 1665  NA     NA Glutamate   Control        1                               
## 1666  NA     NA Glutamate   Control        1                               
## 1667  NA     NA Glutamate   Control        1                               
## 1668  NA     NA Glutamate   Control        1                               
## 1669  NA     NA Glutamate   Control        1                               
## 1670  NA     NA Glutamate   Control        1                               
## 1671  NA     NA Glutamate   Control        1                               
## 1672  NA     NA Glutamate   Control        1                               
## 1673  NA     NA Glutamate   Control        1                               
## 1674  NA     NA Glutamate   Control        1                               
## 1675  NA     NA Glutamate   Control        1                               
## 1676  NA     NA Glutamate   Control        1                               
## 1677  NA     NA Glutamate   Control        1                               
## 1678  NA     NA Glutamate   Control        1                               
## 1679  NA     NA Glutamate   Control        1                               
## 1680  NA     NA Glutamate   Control        1                               
## 1681  NA     NA Glutamate   Control        1                               
## 1682  NA     NA Glutamate   Control        1                               
## 1683  NA     NA Glutamate   Control        1                               
## 1684  NA     NA Glutamate   Control        1                               
## 1685  NA     NA Glutamate   Control        1                               
## 1686  NA     NA Glutamate   Control        1                               
## 1687  NA     NA Glutamate   Control        1                               
## 1688  NA     NA Glutamate   Control        1                               
## 1689  NA     NA Glutamate   Control        1                               
## 1690  NA     NA Glutamate   Control        1                               
## 1691  NA     NA Glutamate   Control        1                               
## 1692  NA     NA Glutamate   Control        1                               
## 1693  NA     NA Glutamate   Control        1                               
## 1694  NA     NA Glutamate   Control        1                               
## 1695  NA     NA Glutamate   Control        1                               
## 1696  NA     NA Glutamate   Control        1                               
## 1697  NA     NA Glutamate   Control        1                               
## 1698  NA     NA Glutamate   Control        1                               
## 1699  NA     NA Glutamate   Control        1                               
## 1700  NA     NA Glutamate   Control        1                               
## 1701  NA     NA Glutamate   Control        1                               
## 1702  NA     NA Glutamate   Control        1                               
## 1703  NA     NA Glutamate   Control        1                               
## 1704  NA     NA Glutamate   Control        1                               
## 1705  NA     NA Glutamate   Control        1                               
## 1706  NA     NA Glutamate   Control        1                               
## 1707  NA     NA Glutamate   Control        1                               
## 1708  NA     NA Glutamate   Control        1                               
## 1709  NA     NA Glutamate   Control        1                               
## 1710  NA     NA Glutamate   Control        1                               
## 1711  NA     NA Glutamate   Control        1                               
## 1712  NA     NA Glutamate   Control        1                               
## 1713  NA     NA Glutamate   Control        1                               
## 1714  NA     NA Glutamate   Control        1                               
## 1715  NA     NA Glutamate   Control        1                               
## 1716  NA     NA Glutamate   Control        1                               
## 1717  NA     NA Glutamate   Control        1                               
## 1718  NA     NA Glutamate   Control        1                               
## 1719  NA     NA Glutamate   Control        1                               
## 1720  NA     NA Glutamate   Control        1                               
## 1721  NA     NA Glutamate   Control        1                               
## 1722  NA     NA Glutamate   Control        1                               
## 1723  NA     NA Glutamate   Control        1                               
## 1724  NA     NA Glutamate   Control        1                               
## 1725  NA     NA Glutamate   Control        1                               
## 1726  NA     NA Glutamate   Control        1                               
## 1727  NA     NA Glutamate   Control        1                               
## 1728  NA     NA Glutamate   Control        1                               
## 1729  NA     NA Glutamate   Control        1                               
## 1730  NA     NA Glutamate   Control        1                               
## 1731  NA     NA Glutamate   Control        1                               
## 1732  NA     NA Glutamate   Control        1                               
## 1733  NA     NA Glutamate   Control        1                               
## 1734  NA     NA Glutamate   Control        1                               
## 1735  NA     NA Glutamate   Control        1                               
## 1736  NA     NA Glutamate   Control        1                               
## 1737  NA     NA Glutamate   Control        1                               
## 1738  NA     NA Glutamate   Control        1                               
## 1739  NA     NA Glutamate   Control        1                               
## 1740  NA     NA Glutamate   Control        1                               
## 1741  NA     NA Glutamate   Control        1                               
## 1742  NA     NA Glutamate   Control        1                               
## 1743  NA     NA Glutamate   Control        1                               
## 1744  NA     NA Glutamate   Control        1                               
## 1745  NA     NA Glutamate   Control        1                               
## 1746  NA     NA Glutamate   Control        1                               
## 1747  NA     NA Glutamate   Control        1                               
## 1748  NA     NA Glutamate   Control        1                               
## 1749  NA     NA Glutamate   Control        1                               
## 1750  NA     NA Glutamate   Control        1                               
## 1751  NA     NA Glutamate   Control        1                               
## 1752  NA     NA Glutamate   Control        1                               
## 1753  NA     NA Glutamate   Control        1                               
## 1754  NA     NA Glutamate   Control        1                               
## 1755  NA     NA Glutamate   Control        1                               
## 1756  NA     NA Glutamate   Control        1                               
## 1757  NA     NA Glutamate   Control        1                               
## 1758  NA     NA Glutamate   Control        1                               
## 1759  NA     NA Glutamate   Control        1                               
## 1760  NA     NA Glutamate   Control        1                               
## 1761  NA     NA Glutamate   Control        1                               
## 1762  NA     NA Glutamate   Control        1                               
## 1763  NA     NA Glutamate   Control        1                               
## 1764  NA     NA Glutamate   Control        1                               
## 1765  NA     NA Glutamate   Control        1                               
## 1766  NA     NA Glutamate   Control        1                               
## 1767  NA     NA Glutamate   Control        1                               
## 1768  NA     NA Glutamate   Control        1                               
## 1769  NA     NA Glutamate   Control        1                               
## 1770  NA     NA Glutamate   Control        1                               
## 1771  NA     NA Glutamate   Control        1                               
## 1772  NA     NA Glutamate   Control        1                               
## 1773  NA     NA Glutamate   Control        1                               
## 1774  NA     NA Glutamate   Control        1                               
## 1775  NA     NA Glutamate   Control        1                               
## 1776  NA     NA Glutamate   Control        1                               
## 1777  NA     NA Glutamate   Control        1                               
## 1778  NA     NA Glutamate   Control        1                               
## 1779  NA     NA Glutamate   Control        1                               
## 1780  NA     NA Glutamate   Control        1                               
## 1781  NA     NA Glutamate   Control        1                               
## 1782  NA     NA Glutamate   Control        1                               
## 1783  NA     NA Glutamate   Control        1                               
## 1784  NA     NA Glutamate   Control        1                               
## 1785  NA     NA Glutamate   Control        1                               
## 1786  NA     NA Glutamate   Control        1                               
## 1787  NA     NA Glutamate   Control        1                               
## 1788  NA     NA Glutamate   Control        1                               
## 1789  NA     NA Glutamate   Control        1                               
## 1790  NA     NA Glutamate   Control        1                               
## 1791  NA     NA Glutamate   Control        1                               
## 1792  NA     NA Glutamate   Control        1                               
## 1793  NA     NA Glutamate   Control        1                               
## 1794  NA     NA Glutamate   Control        1                               
## 1795  NA     NA Glutamate   Control        1                               
## 1796  NA     NA Glutamate   Control        1                               
## 1797  NA     NA Glutamate   Control        1                               
## 1798  NA     NA Glutamate   Control        1                               
## 1799  NA     NA Glutamate   Control        1                               
## 1800  NA     NA Glutamate   Control        1                               
## 1801  NA     NA Glutamate   Control        1                               
## 1802  NA     NA Glutamate   Control        1                               
## 1803  NA     NA Glutamate   Control        1                               
## 1804  NA     NA Glutamate   Control        1                               
## 1805  NA     NA Glutamate   Control        1                               
## 1806  NA     NA Glutamate   Control        1                               
## 1807  NA     NA Glutamate   Control        1                               
## 1808  NA     NA Glutamate   Control        1                               
## 1809  NA     NA Glutamate   Control        1                               
## 1810  NA     NA Glutamate   Control        1                               
## 1811  NA     NA Glutamate   Control        1                               
## 1812  NA     NA Glutamate   Control        1                               
## 1813  NA     NA Glutamate   Control        1                               
## 1814  NA     NA Glutamate   Control        1                               
## 1815  NA     NA Glutamate   Control        1                               
## 1816  NA     NA Glutamate   Control        1                               
## 1817  NA     NA Glutamate   Control        1                               
## 1818  NA     NA Glutamate   Control        1                               
## 1819  NA     NA Glutamate   Control        1                               
## 1820  NA     NA Glutamate   Control        1                               
## 1821  NA     NA Glutamate   Control        1                               
## 1822  NA     NA Glutamate   Control        1                               
## 1823  NA     NA Glutamate   Control        1                               
## 1824  NA     NA Glutamate   Control        1                               
## 1825  NA     NA Glutamate   Control        1                               
## 1826  NA     NA Glutamate   Control        1                               
## 1827  NA     NA Glutamate   Control        1                               
## 1828  NA     NA Glutamate   Control        1                               
## 1829  NA     NA Glutamate   Control        1                               
## 1830  NA     NA Glutamate   Control        1                               
## 1831  NA     NA Glutamate   Control        1                               
## 1832  NA     NA Glutamate   Control        1                               
## 1833  NA     NA Glutamate   Control        1                               
## 1834  NA     NA Glutamate   Control        1                               
## 1835  NA     NA Glutamate   Control        1                               
## 1836  NA     NA Glutamate   Control        1                               
## 1837  NA     NA Glutamate   Control        1                               
## 1838  NA     NA Glutamate   Control        1                               
## 1839  NA     NA Glutamate   Control        1                               
## 1840  NA     NA Glutamate   Control        1                               
## 1841  NA     NA Glutamate   Control        1                               
## 1842  NA     NA Glutamate   Control        1                               
## 1843  NA     NA Glutamate   Control        1                               
## 1844  NA     NA Glutamate   Control        1                               
## 1845  NA     NA Glutamate   Control        1                               
## 1846  NA     NA Glutamate   Control        1                               
## 1847  NA     NA Glutamate   Control        1                               
## 1848  NA     NA Glutamate   Control        1                               
## 1849  NA     NA Glutamate   Control        1                               
## 1850  NA     NA Glutamate   Control        1                               
## 1851  NA     NA Glutamate   Control        1                               
## 1852  NA     NA Glutamate   Control        1                               
## 1853  NA     NA Glutamate   Control        1                               
## 1854  NA     NA Glutamate   Control        1                               
## 1855  NA     NA Glutamate   Control        1                               
## 1856  NA     NA Glutamate   Control        1                               
## 1857  NA     NA Glutamate   Control        1                               
## 1858  NA     NA Glutamate   Control        1                               
## 1859  NA     NA Glutamate   Control        1                               
## 1860  NA     NA Glutamate   Control        1                               
## 1861  NA     NA Glutamate   Control        1                               
## 1862  NA     NA Glutamate   Control        1                               
## 1863  NA     NA Glutamate   Control        1                               
## 1864  NA     NA Glutamate   Control        1                               
## 1865  NA     NA Glutamate   Control        1                               
## 1866  NA     NA Glutamate   Control        1                               
## 1867  NA     NA Glutamate   Control        1                               
## 1868  NA     NA Glutamate   Control        1                               
## 1869  NA     NA Glutamate   Control        1                               
## 1870  NA     NA Glutamate   Control        1                               
## 1871  NA     NA Glutamate   Control        1                               
## 1872  NA     NA Glutamate   Control        1                               
## 1873  NA     NA Glutamate   Control        1                               
## 1874  NA     NA Glutamate   Control        1                               
## 1875  NA     NA Glutamate   Control        1                               
## 1876  NA     NA Glutamate   Control        1                               
## 1877  NA     NA Glutamate   Control        1                               
## 1878  NA     NA Glutamate   Control        1                               
## 1879  NA     NA Glutamate   Control        1                               
## 1880  NA     NA Glutamate   Control        1                               
## 1881  NA     NA Glutamate   Control        1                               
## 1882  NA     NA Glutamate   Control        1                               
## 1883  NA     NA Glutamate   Control        1                               
## 1884  NA     NA Glutamate   Control        1                               
## 1885  NA     NA Glutamate   Control        1                               
## 1886  NA     NA Glutamate   Control        1                               
## 1887  NA     NA Glutamate   Control        1                               
## 1888  NA     NA Glutamate   Control        1                               
## 1889  NA     NA Glutamate   Control        1                               
## 1890  NA     NA Glutamate   Control        1                               
## 1891  NA     NA Glutamate   Control        1                               
## 1892  NA     NA Glutamate   Control        1                               
## 1893  NA     NA Glutamate   Control        1                               
## 1894  NA     NA Glutamate   Control        1                               
## 1895  NA     NA Glutamate   Control        1                               
## 1896  NA     NA Glutamate   Control        1                               
## 1897  NA     NA Glutamate   Control        1                               
## 1898  NA     NA Glutamate   Control        1                               
## 1899  NA     NA Glutamate   Control        1                               
## 1900  NA     NA Glutamate   Control        1                               
## 1901  NA     NA Glutamate   Control        1                               
## 1902  NA     NA Glutamate   Control        1                               
## 1903  NA     NA Glutamate   Control        1                               
## 1904  NA     NA Glutamate   Control        1                               
## 1905  NA     NA Glutamate   Control        1                               
## 1906  NA     NA Glutamate   Control        1                               
## 1907  NA     NA Glutamate   Control        1                               
## 1908  NA     NA Glutamate   Control        1                               
## 1909  NA     NA Glutamate   Control        1                               
## 1910  NA     NA Glutamate   Control        1                               
## 1911  NA     NA Glutamate   Control        1                               
## 1912  NA     NA Glutamate   Control        1                               
## 1913  NA     NA Glutamate   Control        1                               
## 1914  NA     NA Glutamate   Control        1                               
## 1915  NA     NA Glutamate   Control        1                               
## 1916  NA     NA Glutamate   Control        1                               
## 1917  NA     NA Glutamate   Control        1                               
## 1918  NA     NA Glutamate   Control        1                               
## 1919  NA     NA Glutamate   Control        1                               
## 1920  NA     NA Glutamate   Control        1                               
## 1921  NA     NA Glutamate   Control        1                               
## 1922  NA     NA Glutamate   Control        1                               
## 1923  NA     NA Glutamate   Control        1                               
## 1924  NA     NA Glutamate   Control        1                               
## 1925  NA     NA Glutamate   Control        1                               
## 1926  NA     NA Glutamate   Control        1                               
## 1927  NA     NA Glutamate   Control        1                               
## 1928  NA     NA Glutamate   Control        1                               
## 1929  NA     NA Glutamate   Control        1                               
## 1930  NA     NA Glutamate   Control        1                               
## 1931  NA     NA Glutamate   Control        1                               
## 1932  NA     NA Glutamate   Control        1                               
## 1933  NA     NA Glutamate   Control        1                               
## 1934  NA     NA Glutamate   Control        1                               
## 1935  NA     NA Glutamate   Control        1                               
## 1936  NA     NA Glutamate   Control        1                               
## 1937  NA     NA Glutamate   Control        1                               
## 1938  NA     NA Glutamate   Control        1                               
## 1939  NA     NA Glutamate   Control        1                               
## 1940  NA     NA Glutamate   Control        1                               
## 1941  NA     NA Glutamate   Control        1                               
## 1942  NA     NA Glutamate   Control        1                               
## 1943  NA     NA Glutamate   Control        1                               
## 1944  NA     NA Glutamate   Control        1                               
## 1945  NA     NA Glutamate   Control        1                               
## 1946  NA     NA Glutamate   Control        1                               
## 1947  NA     NA Glutamate   Control        1                               
## 1948  NA     NA Glutamate   Control        1                               
## 1949  NA     NA Glutamate   Control        1                               
## 1950  NA     NA Glutamate   Control        1                               
## 1951  NA     NA Glutamate   Control        1                               
## 1952  NA     NA Glutamate   Control        1                               
## 1953  NA     NA Glutamate   Control        1                               
## 1954  NA     NA Glutamate   Control        1                               
## 1955  NA     NA Glutamate   Control        1                               
## 1956  NA     NA Glutamate   Control        1                               
## 1957  NA     NA Glutamate   Control        1                               
## 1958  NA     NA Glutamate   Control        1                               
## 1959  NA     NA Glutamate   Control        1                               
## 1960  NA     NA Glutamate   Control        1                               
## 1961  NA     NA Glutamate   Control        1                               
## 1962  NA     NA Glutamate   Control        1                               
## 1963  NA     NA Glutamate   Control        1                               
## 1964  NA     NA Glutamate   Control        1                               
## 1965  NA     NA Glutamate   Control        1                               
## 1966  NA     NA Glutamate   Control        1                               
## 1967  NA     NA Glutamate   Control        1                               
## 1968  NA     NA Glutamate   Control        1                               
## 1969  NA     NA Glutamate   Control        1                               
## 1970  NA     NA Glutamate   Control        1                               
## 1971  NA     NA Glutamate   Control        1                               
## 1972  NA     NA Glutamate   Control        1                               
## 1973  NA     NA Glutamate   Control        1                               
## 1974  NA     NA Glutamate   Control        1                               
## 1975  NA     NA Glutamate   Control        1                               
## 1976  NA     NA Glutamate   Control        1                               
## 1977  NA     NA Glutamate   Control        1                               
## 1978  NA     NA Glutamate   Control        1                               
## 1979  NA     NA Glutamate   Control        1                               
## 1980  NA     NA Glutamate   Control        1                               
## 1981  NA     NA Glutamate   Control        1                               
## 1982  NA     NA Glutamate   Control        1                               
## 1983  NA     NA Glutamate   Control        1                               
## 1984  NA     NA Glutamate   Control        1                               
## 1985  NA     NA Glutamate   Control        1                               
## 1986  NA     NA Glutamate   Control        1                               
## 1987  NA     NA Glutamate   Control        1                               
## 1988  NA     NA Glutamate   Control        1                               
## 1989  NA     NA Glutamate   Control        1                               
## 1990  NA     NA Glutamate   Control        1                               
## 1991  NA     NA Glutamate   Control        1                               
## 1992  NA     NA Glutamate   Control        1                               
## 1993  NA     NA Glutamate   Control        1                               
## 1994  NA     NA Glutamate   Control        1                               
## 1995  NA     NA Glutamate   Control        1                               
## 1996  NA     NA Glutamate   Control        1                               
## 1997  NA     NA Glutamate   Control        1                               
## 1998  NA     NA Glutamate   Control        1                               
## 1999  NA     NA Glutamate   Control        1                               
## 2000  NA     NA Glutamate   Control        1                               
## 2001  NA     NA Glutamate   Control        1                               
## 2002  NA     NA Glutamate   Control        1                               
## 2003  NA     NA Glutamate   Control        1                               
## 2004  NA     NA Glutamate   Control        1                               
## 2005  NA     NA Glutamate   Control        1                               
## 2006  NA     NA Glutamate   Control        1                               
## 2007  NA     NA Glutamate   Control        1                               
## 2008  NA     NA Glutamate   Control        1                               
## 2009  NA     NA Glutamate   Control        1                               
## 2010  NA     NA Glutamate   Control        1                               
## 2011  NA     NA Glutamate   Control        1                               
## 2012  NA     NA Glutamate   Control        1                               
## 2013  NA     NA Glutamate   Control        1                               
## 2014  NA     NA Glutamate   Control        1                               
## 2015  NA     NA Glutamate   Control        1                               
## 2016  NA     NA Glutamate   Control        1                               
## 2017  NA     NA Glutamate   Control        1                               
## 2018  NA     NA Glutamate   Control        1                               
## 2019  NA     NA Glutamate   Control        1                               
## 2020  NA     NA Glutamate   Control        1                               
## 2021  NA     NA Glutamate   Control        1                               
## 2022  NA     NA Glutamate   Control        1                               
## 2023  NA     NA Glutamate   Control        1                               
## 2024  NA     NA Glutamate   Control        1                               
## 2025  NA     NA Glutamate   Control        1                               
## 2026  NA     NA Glutamate   Control        1                               
## 2027  NA     NA Glutamate   Control        1                               
## 2028  NA     NA Glutamate   Control        1                               
## 2029  NA     NA Glutamate   Control        1                               
## 2030  NA     NA Glutamate   Control        1                               
## 2031  NA     NA Glutamate   Control        1                               
## 2032  NA     NA Glutamate   Control        1                               
## 2033  NA     NA Glutamate   Control        1                               
## 2034  NA     NA Glutamate   Control        1                               
## 2035  NA     NA Glutamate   Control        1                               
## 2036  NA     NA Glutamate   Control        1                               
## 2037  NA     NA Glutamate   Control        1                               
## 2038  NA     NA Glutamate   Control        1                               
## 2039  NA     NA Glutamate   Control        1                               
## 2040  NA     NA Glutamate   Control        1                               
## 2041  NA     NA Glutamate   Control        1                               
## 2042  NA     NA Glutamate   Control        1                               
## 2043  NA     NA Glutamate   Control        1                               
## 2044  NA     NA Glutamate   Control        1                               
## 2045  NA     NA Glutamate   Control        1                               
## 2046  NA     NA Glutamate   Control        1                               
## 2047  NA     NA Glutamate   Control        1                               
## 2048  NA     NA Glutamate   Control        1                               
## 2049  NA     NA Glutamate   Control        1                               
## 2050  NA     NA Glutamate   Control        1                               
## 2051  NA     NA Glutamate   Control        1                               
## 2052  NA     NA Glutamate   Control        1                               
## 2053  NA     NA Glutamate   Control        1                               
## 2054  NA     NA Glutamate   Control        1                               
## 2055  NA     NA Glutamate   Control        1                               
## 2056  NA     NA Glutamate   Control        1                               
## 2057  NA     NA Glutamate   Control        1                               
## 2058  NA     NA Glutamate   Control        1                               
## 2059  NA     NA Glutamate   Control        1                               
## 2060  NA     NA Glutamate   Control        1                               
## 2061  NA     NA Glutamate   Control        1                               
## 2062  NA     NA Glutamate   Control        1                               
## 2063  NA     NA Glutamate   Control        1                               
## 2064  NA     NA Glutamate   Control        1                               
## 2065  NA     NA Glutamate   Control        1                               
## 2066  NA     NA Glutamate   Control        1                               
## 2067  NA     NA Glutamate   Control        1                               
## 2068  NA     NA Glutamate   Control        1                               
## 2069  NA     NA Glutamate   Control        1                               
## 2070  NA     NA Glutamate   Control        1                               
## 2071  NA     NA Glutamate   Control        1                               
## 2072  NA     NA Glutamate   Control        1                               
## 2073  NA     NA Glutamate   Control        1                               
## 2074  NA     NA Glutamate   Control        1                               
## 2075  NA     NA Glutamate   Control        1                               
## 2076  NA     NA Glutamate   Control        1                               
## 2077  NA     NA Glutamate   Control        1                               
## 2078  NA     NA Glutamate   Control        1                               
## 2079  NA     NA Glutamate   Control        1                               
## 2080  NA     NA Glutamate   Control        1                               
## 2081  NA     NA Glutamate   Control        1                               
## 2082  NA     NA Glutamate   Control        1                               
## 2083  NA     NA Glutamate   Control        1                               
## 2084  NA     NA Glutamate   Control        1                               
## 2085  NA     NA Glutamate   Control        1                               
## 2086  NA     NA Glutamate   Control        1                               
## 2087  NA     NA Glutamate   Control        1                               
## 2088  NA     NA Glutamate   Control        1                               
## 2089  NA     NA Glutamate   Control        1                               
## 2090  NA     NA Glutamate   Control        1                               
## 2091  NA     NA Glutamate   Control        1                               
## 2092  NA     NA Glutamate   Control        1                               
## 2093  NA     NA Glutamate   Control        1                               
## 2094  NA     NA Glutamate   Control        1                               
## 2095  NA     NA Glutamate   Control        1                               
## 2096  NA     NA Glutamate   Control        1                               
## 2097  NA     NA Glutamate   Control        1                               
## 2098  NA     NA Glutamate   Control        1                               
## 2099  NA     NA Glutamate   Control        1                               
## 2100  NA     NA Glutamate   Control        1                               
## 2101  NA     NA Glutamate   Control        1                               
## 2102  NA     NA Glutamate   Control        1                               
## 2103  NA     NA Glutamate   Control        1                               
## 2104  NA     NA Glutamate   Control        1                               
## 2105  NA     NA Glutamate   Control        1                               
## 2106  NA     NA Glutamate   Control        1                               
## 2107  NA     NA Glutamate   Control        1                               
## 2108  NA     NA Glutamate   Control        1                               
## 2109  NA     NA Glutamate   Control        1                               
## 2110  NA     NA Glutamate   Control        1                               
## 2111  NA     NA Glutamate   Control        1                               
## 2112  NA     NA Glutamate   Control        1                               
## 2113  NA     NA Glutamate   Control        1                               
## 2114  NA     NA Glutamate   Control        1                               
## 2115  NA     NA Glutamate   Control        1                               
## 2116  NA     NA Glutamate   Control        1                               
## 2117  NA     NA Glutamate   Control        1                               
## 2118  NA     NA Glutamate   Control        1                               
## 2119  NA     NA Glutamate   Control        1                               
## 2120  NA     NA Glutamate   Control        1                               
## 2121  NA     NA Glutamate   Control        1                               
## 2122  NA     NA Glutamate   Control        1                               
## 2123  NA     NA Glutamate   Control        1                               
## 2124  NA     NA Glutamate   Control        1                               
## 2125  NA     NA Glutamate   Control        1                               
## 2126  NA     NA Glutamate   Control        1                               
## 2127  NA     NA Glutamate   Control        1                               
## 2128  NA     NA Glutamate   Control        1                               
## 2129  NA     NA Glutamate   Control        1                               
## 2130  NA     NA Glutamate   Control        1                               
## 2131  NA     NA Glutamate   Control        1                               
## 2132  NA     NA Glutamate   Control        1                               
## 2133  NA     NA Glutamate   Control        1                               
## 2134  NA     NA Glutamate   Control        1                               
## 2135  NA     NA Glutamate   Control        1                               
## 2136  NA     NA Glutamate   Control        1                               
## 2137  NA     NA Glutamate   Control        1                               
## 2138  NA     NA Glutamate   Control        1                               
## 2139  NA     NA Glutamate   Control        1                               
## 2140  NA     NA Glutamate   Control        1                               
## 2141  NA     NA Glutamate   Control        1                               
## 2142  NA     NA Glutamate   Control        1                               
## 2143  NA     NA Glutamate   Control        1                               
## 2144  NA     NA Glutamate   Control        1                               
## 2145  NA     NA Glutamate   Control        1                               
## 2146  NA     NA Glutamate   Control        1                               
## 2147  NA     NA Glutamate   Control        1                               
## 2148  NA     NA Glutamate   Control        1                               
## 2149  NA     NA Glutamate   Control        1                               
## 2150  NA     NA Glutamate   Control        1                               
## 2151  NA     NA Glutamate   Control        1                               
## 2152  NA     NA Glutamate   Control        1                               
## 2153  NA     NA Glutamate   Control        1                               
## 2154  NA     NA Glutamate   Control        1                               
## 2155  NA     NA Glutamate   Control        1                               
## 2156  NA     NA Glutamate   Control        1                               
## 2157  NA     NA Glutamate   Control        1                               
## 2158  NA     NA Glutamate   Control        1                               
## 2159  NA     NA Glutamate   Control        1                               
## 2160  NA     NA Glutamate   Control        1                               
## 2161  NA     NA Glutamate   Control        1                               
## 2162  NA     NA Glutamate   Control        1                               
## 2163  NA     NA Glutamate   Control        1                               
## 2164  NA     NA Glutamate   Control        1                               
## 2165  NA     NA Glutamate   Control        1                               
## 2166  NA     NA Glutamate   Control        1                               
## 2167  NA     NA Glutamate   Control        1                               
## 2168  NA     NA Glutamate   Control        1                               
## 2169  NA     NA Glutamate   Control        1                               
## 2170  NA     NA Glutamate   Control        1                               
## 2171  NA     NA Glutamate   Control        1                               
## 2172  NA     NA Glutamate   Control        1                               
## 2173  NA     NA Glutamate   Control        1                               
## 2174  NA     NA Glutamate   Control        1                               
## 2175  NA     NA Glutamate   Control        1                               
## 2176  NA     NA Glutamate   Control        1                               
## 2177  NA     NA Glutamate   Control        1                               
## 2178  NA     NA Glutamate   Control        1                               
## 2179  NA     NA Glutamate   Control        1                               
## 2180  NA     NA Glutamate   Control        1                               
## 2181  NA     NA Glutamate   Control        1                               
## 2182  NA     NA Glutamate   Control        1                               
## 2183  NA     NA Glutamate   Control        1                               
## 2184  NA     NA Glutamate   Control        1                               
## 2185  NA     NA Glutamate   Control        1                               
## 2186  NA     NA Glutamate   Control        1                               
## 2187  NA     NA Glutamate   Control        1                               
## 2188  NA     NA Glutamate   Control        1                               
## 2189  NA     NA Glutamate   Control        1                               
## 2190  NA     NA Glutamate   Control        1                               
## 2191  NA     NA Glutamate   Control        1                               
## 2192  NA     NA Glutamate   Control        1                               
## 2193  NA     NA Glutamate   Control        1                               
## 2194  NA     NA Glutamate   Control        1                               
## 2195  NA     NA Glutamate   Control        1                               
## 2196  NA     NA Glutamate   Control        1                               
## 2197  NA     NA Glutamate   Control        1                               
## 2198  NA     NA Glutamate   Control        1                               
## 2199  NA     NA Glutamate   Control        1                               
## 2200  NA     NA Glutamate   Control        1                               
## 2201  NA     NA Glutamate   Control        1                               
## 2202  NA     NA Glutamate   Control        1                               
## 2203  NA     NA Glutamate   Control        1                               
## 2204  NA     NA Glutamate   Control        1                               
## 2205  NA     NA Glutamate   Control        1                               
## 2206  NA     NA Glutamate   Control        1                               
## 2207  NA     NA Glutamate   Control        1                               
## 2208  NA     NA Glutamate   Control        1                               
## 2209  NA     NA Glutamate   Control        1                               
## 2210  NA     NA Glutamate   Control        1                               
## 2211  NA     NA Glutamate   Control        1                               
## 2212  NA     NA Glutamate   Control        1                               
## 2213  NA     NA Glutamate   Control        1                               
## 2214  NA     NA Glutamate   Control        1                               
## 2215  NA     NA Glutamate   Control        1                               
## 2216  NA     NA Glutamate   Control        1                               
## 2217  NA     NA Glutamate   Control        1                               
## 2218  NA     NA Glutamate   Control        1                               
## 2219  NA     NA Glutamate   Control        1                               
## 2220  NA     NA Glutamate   Control        1                               
## 2221  NA     NA Glutamate   Control        1                               
## 2222  NA     NA Glutamate   Control        1                               
## 2223  NA     NA Glutamate   Control        1                               
## 2224  NA     NA Glutamate   Control        1                               
## 2225  NA     NA Glutamate   Control        1                               
## 2226  NA     NA Glutamate   Control        1                               
## 2227  NA     NA Glutamate   Control        1                               
## 2228  NA     NA Glutamate   Control        1                               
## 2229  NA     NA Glutamate   Control        1                               
## 2230  NA     NA Glutamate   Control        1                               
## 2231  NA     NA Glutamate   Control        1                               
## 2232  NA     NA Glutamate   Control        1                               
## 2233  NA     NA Glutamate   Control        1                               
## 2234  NA     NA Glutamate   Control        1                               
## 2235  NA     NA Glutamate   Control        1                               
## 2236  NA     NA Glutamate   Control        1                               
## 2237  NA     NA Glutamate   Control        1                               
## 2238  NA     NA Glutamate   Control        1                               
## 2239  NA     NA Glutamate   Control        1                               
## 2240  NA     NA Glutamate   Control        1                               
## 2241  NA     NA Glutamate   Control        1                               
## 2242  NA     NA Glutamate   Control        1                               
## 2243  NA     NA Glutamate   Control        1                               
## 2244  NA     NA Glutamate   Control        1                               
## 2245  NA     NA Glutamate   Control        1                               
## 2246  NA     NA Glutamate   Control        1                               
## 2247  NA     NA Glutamate   Control        1                               
## 2248  NA     NA Glutamate   Control        1                               
## 2249  NA     NA Glutamate   Control        1                               
## 2250  NA     NA Glutamate   Control        1                               
## 2251  NA     NA Glutamate   Control        1                               
## 2252  NA     NA Glutamate   Control        1                               
## 2253  NA     NA Glutamate   Control        1                               
## 2254  NA     NA Glutamate   Control        1                               
## 2255  NA     NA Glutamate   Control        1                               
## 2256  NA     NA Glutamate   Control        1                               
## 2257  NA     NA Glutamate   Control        1                               
## 2258  NA     NA Glutamate   Control        1                               
## 2259  NA     NA Glutamate   Control        1                               
## 2260  NA     NA Glutamate   Control        1                               
## 2261  NA     NA Glutamate   Control        1                               
## 2262  NA     NA Glutamate   Control        1                               
## 2263  NA     NA Glutamate   Control        1                               
## 2264  NA     NA Glutamate   Control        1                               
## 2265  NA     NA Glutamate   Control        1                               
## 2266  NA     NA Glutamate   Control        1                               
## 2267  NA     NA Glutamate   Control        1                               
## 2268  NA     NA Glutamate   Control        1                               
## 2269  NA     NA Glutamate   Control        1                               
## 2270  NA     NA Glutamate   Control        1                               
## 2271  NA     NA Glutamate   Control        1                               
## 2272  NA     NA Glutamate   Control        1                               
## 2273  NA     NA Glutamate   Control        1                               
## 2274  NA     NA Glutamate   Control        1                               
## 2275  NA     NA Glutamate   Control        1                               
## 2276  NA     NA Glutamate   Control        1                               
## 2277  NA     NA Glutamate   Control        1                               
## 2278  NA     NA Glutamate   Control        1                               
## 2279  NA     NA Glutamate   Control        1                               
## 2280  NA     NA Glutamate   Control        1                               
## 2281  NA     NA Glutamate   Control        1                               
## 2282  NA     NA Glutamate   Control        1                               
## 2283  NA     NA Glutamate   Control        1                               
## 2284  NA     NA Glutamate   Control        1                               
## 2285  NA     NA Glutamate   Control        1                               
## 2286  NA     NA Glutamate   Control        1                               
## 2287  NA     NA Glutamate   Control        1                               
## 2288  NA     NA Glutamate   Control        1                               
## 2289  NA     NA Glutamate   Control        1                               
## 2290  NA     NA Glutamate   Control        1                               
## 2291  NA     NA Glutamate   Control        1                               
## 2292  NA     NA Glutamate   Control        1                               
## 2293  NA     NA Glutamate   Control        1                               
## 2294  NA     NA Glutamate   Control        1                               
## 2295  NA     NA Glutamate   Control        1                               
## 2296  NA     NA Glutamate   Control        1                               
## 2297  NA     NA Glutamate   Control        1                               
## 2298  NA     NA Glutamate   Control        1                               
## 2299  NA     NA Glutamate   Control        1                               
## 2300  NA     NA Glutamate   Control        1                               
## 2301  NA     NA Glutamate   Control        1                               
## 2302  NA     NA Glutamate   Control        1                               
## 2303  NA     NA Glutamate   Control        1                               
## 2304  NA     NA Glutamate   Control        1                               
## 2305  NA     NA Glutamate   Control        1                               
## 2306  NA     NA Glutamate   Control        1                               
## 2307  NA     NA Glutamate   Control        1                               
## 2308  NA     NA Glutamate   Control        1                               
## 2309  NA     NA Glutamate   Control        1                               
## 2310  NA     NA Glutamate   Control        1                               
## 2311  NA     NA Glutamate   Control        1                               
## 2312  NA     NA Glutamate   Control        1                               
## 2313  NA     NA Glutamate   Control        1                               
## 2314  NA     NA Glutamate   Control        1                               
## 2315  NA     NA Glutamate   Control        1                               
## 2316  NA     NA Glutamate   Control        1                               
## 2317  NA     NA Glutamate   Control        1                               
## 2318  NA     NA Glutamate   Control        1                               
## 2319  NA     NA Glutamate   Control        1                               
## 2320  NA     NA Glutamate   Control        1                               
## 2321  NA     NA Glutamate   Control        1                               
## 2322  NA     NA Glutamate   Control        1                               
## 2323  NA     NA Glutamate   Control        1                               
## 2324  NA     NA Glutamate   Control        1                               
## 2325  NA     NA Glutamate   Control        1                               
## 2326  NA     NA Glutamate   Control        1                               
## 2327  NA     NA Glutamate   Control        1                               
## 2328  NA     NA Glutamate   Control        1                               
## 2329  NA     NA Glutamate   Control        1                               
## 2330  NA     NA Glutamate   Control        1                               
## 2331  NA     NA Glutamate   Control        1                               
## 2332  NA     NA Glutamate   Control        1                               
## 2333  NA     NA Glutamate   Control        1                               
## 2334  NA     NA Glutamate   Control        1                               
## 2335  NA     NA Glutamate   Control        1                               
## 2336  NA     NA Glutamate   Control        1                               
## 2337  NA     NA Glutamate   Control        1                               
## 2338  NA     NA Glutamate   Control        1                               
## 2339  NA     NA Glutamate   Control        1                               
## 2340  NA     NA Glutamate   Control        1                               
## 2341  NA     NA Glutamate   Control        1                               
## 2342  NA     NA Glutamate   Control        1                               
## 2343  NA     NA Glutamate   Control        1                               
## 2344  NA     NA Glutamate   Control        1                               
## 2345  NA     NA Glutamate   Control        1                               
## 2346  NA     NA Glutamate   Control        1                               
## 2347  NA     NA Glutamate   Control        1                               
## 2348  NA     NA Glutamate   Control        1                               
## 2349  NA     NA Glutamate   Control        1                               
## 2350  NA     NA Glutamate   Control        1                               
## 2351  NA     NA Glutamate   Control        1                               
## 2352  NA     NA Glutamate   Control        1                               
## 2353  NA     NA Glutamate   Control        1                               
## 2354  NA     NA Glutamate   Control        1                               
## 2355  NA     NA Glutamate   Control        1                               
## 2356  NA     NA Glutamate   Control        1                               
## 2357  NA     NA Glutamate   Control        1                               
## 2358  NA     NA Glutamate   Control        1                               
## 2359  NA     NA Glutamate   Control        1                               
## 2360  NA     NA Glutamate   Control        1                               
## 2361  NA     NA Glutamate   Control        1                               
## 2362  NA     NA Glutamate   Control        1                               
## 2363  NA     NA Glutamate   Control        1                               
## 2364  NA     NA Glutamate   Control        1                               
## 2365  NA     NA Glutamate   Control        1                               
## 2366  NA     NA Glutamate   Control        1                               
## 2367  NA     NA Glutamate   Control        1                               
## 2368  NA     NA Glutamate   Control        1                               
## 2369  NA     NA Glutamate   Control        1                               
## 2370  NA     NA Glutamate   Control        1                               
## 2371  NA     NA Glutamate   Control        1                               
## 2372  NA     NA Glutamate   Control        1                               
## 2373  NA     NA Glutamate   Control        1                               
## 2374  NA     NA Glutamate   Control        1                               
## 2375  NA     NA Glutamate   Control        1                               
## 2376  NA     NA Glutamate   Control        1                               
## 2377  NA     NA Glutamate   Control        1                               
## 2378  NA     NA Glutamate   Control        1                               
## 2379  NA     NA Glutamate   Control        1                               
## 2380  NA     NA Glutamate   Control        1                               
## 2381  NA     NA Glutamate   Control        1                               
## 2382  NA     NA Glutamate   Control        1                               
## 2383  NA     NA Glutamate   Control        1                               
## 2384  NA     NA Glutamate   Control        1                               
## 2385  NA     NA Glutamate   Control        1                               
## 2386  NA     NA Glutamate   Control        1                               
## 2387  NA     NA Glutamate   Control        1                               
## 2388  NA     NA Glutamate   Control        1                               
## 2389  NA     NA Glutamate   Control        1                               
## 2390  NA     NA Glutamate   Control        1                               
## 2391  NA     NA Glutamate   Control        1                               
## 2392  NA     NA Glutamate   Control        1                               
## 2393  NA     NA Glutamate   Control        1                               
## 2394  NA     NA Glutamate   Control        1                               
## 2395  NA     NA Glutamate   Control        1                               
## 2396  NA     NA Glutamate   Control        1                               
## 2397  NA     NA Glutamate   Control        1                               
## 2398  NA     NA Glutamate   Control        1                               
## 2399  NA     NA Glutamate   Control        1                               
## 2400  NA     NA Glutamate   Control        1                               
## 2401  NA     NA Glutamate   Control        1                               
## 2402  NA     NA Glutamate   Control        1                               
## 2403  NA     NA Glutamate   Control        1                               
## 2404  NA     NA Glutamate   Control        1                               
## 2405  NA     NA Glutamate   Control        1                               
## 2406  NA     NA Glutamate   Control        1                               
## 2407  NA     NA Glutamate   Control        1                               
## 2408  NA     NA Glutamate   Control        1                               
## 2409  NA     NA Glutamate   Control        1                               
## 2410  NA     NA Glutamate   Control        1                               
## 2411  NA     NA Glutamate   Control        1                               
## 2412  NA     NA Glutamate   Control        1                               
## 2413  NA     NA Glutamate   Control        1                               
## 2414  NA     NA Glutamate   Control        1                               
## 2415  NA     NA Glutamate   Control        1                               
## 2416  NA     NA Glutamate   Control        1                               
## 2417  NA     NA Glutamate   Control        1                               
## 2418  NA     NA Glutamate   Control        1                               
## 2419  NA     NA Glutamate   Control        1                               
## 2420  NA     NA Glutamate   Control        1                               
## 2421  NA     NA Glutamate   Control        1                               
## 2422  NA     NA Glutamate   Control        1                               
## 2423  NA     NA Glutamate   Control        1                               
## 2424  NA     NA Glutamate   Control        1                               
## 2425  NA     NA Glutamate   Control        1                               
## 2426  NA     NA Glutamate   Control        1                               
## 2427  NA     NA Glutamate   Control        1                               
## 2428  NA     NA Glutamate   Control        1                               
## 2429  NA     NA Glutamate   Control        1                               
## 2430  NA     NA Glutamate   Control        1                               
## 2431  NA     NA Glutamate   Control        1                               
## 2432  NA     NA Glutamate   Control        1                               
## 2433  NA     NA Glutamate   Control        1                               
## 2434  NA     NA Glutamate   Control        1                               
## 2435  NA     NA Glutamate   Control        1                               
## 2436  NA     NA Glutamate   Control        1                               
## 2437  NA     NA Glutamate   Control        1                               
## 2438  NA     NA Glutamate   Control        1                               
## 2439  NA     NA Glutamate   Control        1                               
## 2440  NA     NA Glutamate   Control        1                               
## 2441  NA     NA Glutamate   Control        1                               
## 2442  NA     NA Glutamate   Control        1                               
## 2443  NA     NA Glutamate   Control        1                               
## 2444  NA     NA Glutamate   Control        1                               
## 2445  NA     NA Glutamate   Control        1                               
## 2446  NA     NA Glutamate   Control        1                               
## 2447  NA     NA Glutamate   Control        1                               
## 2448  NA     NA Glutamate   Control        1                               
## 2449  NA     NA Glutamate   Control        1                               
## 2450  NA     NA Glutamate   Control        1                               
## 2451  NA     NA Glutamate   Control        1                               
## 2452  NA     NA Glutamate   Control        1                               
## 2453  NA     NA Glutamate   Control        1                               
## 2454  NA     NA Glutamate   Control        1                               
## 2455  NA     NA Glutamate   Control        1                               
## 2456  NA     NA Glutamate   Control        1                               
## 2457  NA     NA Glutamate   Control        1                               
## 2458  NA     NA Glutamate   Control        1                               
## 2459  NA     NA Glutamate   Control        1                               
## 2460  NA     NA Glutamate   Control        1                               
## 2461  NA     NA Glutamate   Control        1                               
## 2462  NA     NA Glutamate   Control        1                               
## 2463  NA     NA Glutamate   Control        1                               
## 2464  NA     NA Glutamate   Control        1                               
## 2465  NA     NA Glutamate   Control        1                               
## 2466  NA     NA Glutamate   Control        1                               
## 2467  NA     NA Glutamate   Control        1                               
## 2468  NA     NA Glutamate   Control        1                               
## 2469  NA     NA Glutamate   Control        1                               
## 2470  NA     NA Glutamate   Control        1                               
## 2471  NA     NA Glutamate   Control        1                               
## 2472  NA     NA Glutamate   Control        1                               
## 2473  NA     NA Glutamate   Control        1                               
## 2474  NA     NA Glutamate   Control        1                               
## 2475  NA     NA Glutamate   Control        1                               
## 2476  NA     NA Glutamate   Control        1                               
## 2477  NA     NA Glutamate   Control        1                               
## 2478  NA     NA Glutamate   Control        1                               
## 2479  NA     NA Glutamate   Control        1                               
## 2480  NA     NA Glutamate   Control        1                               
## 2481  NA     NA Glutamate   Control        1                               
## 2482  NA     NA Glutamate   Control        1                               
## 2483  NA     NA Glutamate   Control        1                               
## 2484  NA     NA Glutamate   Control        1                               
## 2485  NA     NA Glutamate   Control        1                               
## 2486  NA     NA Glutamate   Control        1                               
## 2487  NA     NA Glutamate   Control        1                               
## 2488  NA     NA Glutamate   Control        1                               
## 2489  NA     NA Glutamate   Control        1                               
## 2490  NA     NA Glutamate   Control        1                               
## 2491  NA     NA Glutamate   Control        1                               
## 2492  NA     NA Glutamate   Control        1                               
## 2493  NA     NA Glutamate   Control        1                               
## 2494  NA     NA Glutamate   Control        1                               
## 2495  NA     NA Glutamate   Control        1                               
## 2496  NA     NA Glutamate   Control        1                               
## 2497  NA     NA Glutamate   Control        1                               
## 2498  NA     NA Glutamate   Control        1                               
## 2499  NA     NA Glutamate   Control        1                               
## 2500  NA     NA Glutamate   Control        1                               
## 2501  NA     NA Glutamate   Control        1                               
## 2502  NA     NA Glutamate   Control        1                               
## 2503  NA     NA Glutamate   Control        1                               
## 2504  NA     NA Glutamate   Control        1                               
## 2505  NA     NA Glutamate   Control        1                               
## 2506  NA     NA Glutamate   Control        1                               
## 2507  NA     NA Glutamate   Control        1                               
## 2508  NA     NA Glutamate   Control        1                               
## 2509  NA     NA Glutamate   Control        1                               
## 2510  NA     NA Glutamate   Control        1                               
## 2511  NA     NA Glutamate   Control        1                               
## 2512  NA     NA Glutamate   Control        1                               
## 2513  NA     NA Glutamate   Control        1                               
## 2514  NA     NA Glutamate   Control        1                               
## 2515  NA     NA Glutamate   Control        1                               
## 2516  NA     NA Glutamate   Control        1                               
## 2517  NA     NA Glutamate   Control        1                               
## 2518  NA     NA Glutamate   Control        1                               
## 2519  NA     NA Glutamate   Control        1                               
## 2520  NA     NA Glutamate   Control        1                               
## 2521  NA     NA Glutamate   Control        1                               
## 2522  NA     NA Glutamate   Control        1                               
## 2523  NA     NA Glutamate   Control        1                               
## 2524  NA     NA Glutamate   Control        1                               
## 2525  NA     NA Glutamate   Control        1                               
## 2526  NA     NA Glutamate   Control        1                               
## 2527  NA     NA Glutamate   Control        1                               
## 2528  NA     NA Glutamate   Control        1                               
## 2529  NA     NA Glutamate   Control        1                               
## 2530  NA     NA Glutamate   Control        1                               
## 2531  NA     NA Glutamate   Control        1                               
## 2532  NA     NA Glutamate   Control        1                               
## 2533  NA     NA Glutamate   Control        1                               
## 2534  NA     NA Glutamate   Control        1                               
## 2535  NA     NA Glutamate   Control        1                               
## 2536  NA     NA Glutamate   Control        1                               
## 2537  NA     NA Glutamate   Control        1                               
## 2538  NA     NA Glutamate   Control        1                               
## 2539  NA     NA Glutamate   Control        1                               
## 2540  NA     NA Glutamate   Control        1                               
## 2541  NA     NA Glutamate   Control        1                               
## 2542  NA     NA Glutamate   Control        1                               
## 2543  NA     NA Glutamate   Control        1                               
## 2544  NA     NA Glutamate   Control        1                               
## 2545  NA     NA Glutamate   Control        1                               
## 2546  NA     NA Glutamate   Control        1                               
## 2547  NA     NA Glutamate   Control        1                               
## 2548  NA     NA Glutamate   Control        1                               
## 2549  NA     NA Glutamate   Control        1                               
## 2550  NA     NA Glutamate   Control        1                               
## 2551  NA     NA Glutamate   Control        1                               
## 2552  NA     NA Glutamate   Control        1                               
## 2553  NA     NA Glutamate   Control        1                               
## 2554  NA     NA Glutamate   Control        1                               
## 2555  NA     NA Glutamate   Control        1                               
## 2556  NA     NA Glutamate   Control        1                               
## 2557  NA     NA Glutamate   Control        1                               
## 2558  NA     NA Glutamate   Control        1                               
## 2559  NA     NA Glutamate   Control        1                               
## 2560  NA     NA Glutamate   Control        1                               
## 2561  NA     NA Glutamate   Control        1                               
## 2562  NA     NA Glutamate   Control        1                               
## 2563  NA     NA Glutamate   Control        1                               
## 2564  NA     NA Glutamate   Control        1                               
## 2565  NA     NA Glutamate   Control        1                               
## 2566  NA     NA Glutamate   Control        1                               
## 2567  NA     NA Glutamate   Control        1                               
## 2568  NA     NA Glutamate   Control        1                               
## 2569  NA     NA Glutamate   Control        1                               
## 2570  NA     NA Glutamate   Control        1                               
## 2571  NA     NA Glutamate   Control        1                               
## 2572  NA     NA Glutamate   Control        1                               
## 2573  NA     NA Glutamate   Control        1                               
## 2574  NA     NA Glutamate   Control        1                               
## 2575  NA     NA Glutamate   Control        1                               
## 2576  NA     NA Glutamate   Control        1                               
## 2577  NA     NA Glutamate   Control        1                               
## 2578  NA     NA Glutamate   Control        1                               
## 2579  NA     NA Glutamate   Control        1                               
## 2580  NA     NA Glutamate   Control        1                               
## 2581  NA     NA Glutamate   Control        1                               
## 2582  NA     NA Glutamate   Control        1                               
## 2583  NA     NA Glutamate   Control        1                               
## 2584  NA     NA Glutamate   Control        1                               
## 2585  NA     NA Glutamate   Control        1                               
## 2586  NA     NA Glutamate   Control        1                               
## 2587  NA     NA Glutamate   Control        1                               
## 2588  NA     NA Glutamate   Control        1                               
## 2589  NA     NA Glutamate   Control        1                               
## 2590  NA     NA Glutamate   Control        1                               
## 2591  NA     NA Glutamate   Control        1                               
## 2592  NA     NA Glutamate   Control        1                               
## 2593  NA     NA Glutamate   Control        1                               
## 2594  NA     NA Glutamate   Control        1                               
## 2595  NA     NA Glutamate   Control        1                               
## 2596  NA     NA Glutamate   Control        1                               
## 2597  NA     NA Glutamate   Control        1                               
## 2598  NA     NA Glutamate   Control        1                               
## 2599  NA     NA Glutamate   Control        1                               
## 2600  NA     NA Glutamate   Control        1                               
## 2601  NA     NA Glutamate   Control        1                               
## 2602  NA     NA Glutamate   Control        1                               
## 2603  NA     NA Glutamate   Control        1                               
## 2604  NA     NA Glutamate   Control        1                               
## 2605  NA     NA Glutamate   Control        1                               
## 2606  NA     NA Glutamate   Control        1                               
## 2607  NA     NA Glutamate   Control        1                               
## 2608  NA     NA Glutamate   Control        1                               
## 2609  NA     NA Glutamate   Control        1                               
## 2610  NA     NA Glutamate   Control        1                               
## 2611  NA     NA Glutamate   Control        1                               
## 2612  NA     NA Glutamate   Control        1                               
## 2613  NA     NA Glutamate   Control        1                               
## 2614  NA     NA Glutamate   Control        1                               
## 2615  NA     NA Glutamate   Control        1                               
## 2616  NA     NA Glutamate   Control        1                               
## 2617  NA     NA Glutamate   Control        1                               
## 2618  NA     NA Glutamate   Control        1                               
## 2619  NA     NA Glutamate   Control        1                               
## 2620  NA     NA Glutamate   Control        1                               
## 2621  NA     NA Glutamate   Control        1                               
## 2622  NA     NA Glutamate   Control        1                               
## 2623  NA     NA Glutamate   Control        1                               
## 2624  NA     NA Glutamate   Control        1                               
## 2625  NA     NA Glutamate   Control        1                               
## 2626  NA     NA Glutamate   Control        1                               
## 2627  NA     NA Glutamate   Control        1                               
## 2628  NA     NA Glutamate   Control        1                               
## 2629  NA     NA Glutamate   Control        1                               
## 2630  NA     NA Glutamate   Control        1                               
## 2631  NA     NA Glutamate   Control        1                               
## 2632  NA     NA Glutamate   Control        1                               
## 2633  NA     NA Glutamate   Control        1                               
## 2634  NA     NA Glutamate   Control        1                               
## 2635  NA     NA Glutamate   Control        1                               
## 2636  NA     NA Glutamate   Control        1                               
## 2637  NA     NA Glutamate   Control        1                               
## 2638  NA     NA Glutamate   Control        1                               
## 2639  NA     NA Glutamate   Control        1                               
## 2640  NA     NA Glutamate   Control        1                               
## 2641  NA     NA Glutamate   Control        1                               
## 2642  NA     NA Glutamate   Control        1                               
## 2643  NA     NA Glutamate   Control        1                               
## 2644  NA     NA Glutamate   Control        1                               
## 2645  NA     NA Glutamate   Control        1                               
## 2646  NA     NA Glutamate   Control        1                               
## 2647  NA     NA Glutamate   Control        1                               
## 2648  NA     NA Glutamate   Control        1                               
## 2649  NA     NA Glutamate   Control        1                               
## 2650  NA     NA Glutamate   Control        1                               
## 2651  NA     NA Glutamate   Control        1                               
## 2652  NA     NA Glutamate   Control        1                               
## 2653  NA     NA Glutamate   Control        1                               
## 2654  NA     NA Glutamate   Control        1                               
## 2655  NA     NA Glutamate   Control        1                               
## 2656  NA     NA Glutamate   Control        1                               
## 2657  NA     NA Glutamate   Control        1                               
## 2658  NA     NA Glutamate   Control        1                               
## 2659  NA     NA Glutamate   Control        1                               
## 2660  NA     NA Glutamate   Control        1                               
## 2661  NA     NA Glutamate   Control        1                               
## 2662  NA     NA Glutamate   Control        1                               
## 2663  NA     NA Glutamate   Control        1                               
## 2664  NA     NA Glutamate   Control        1                               
## 2665  NA     NA Glutamate   Control        1                               
## 2666  NA     NA Glutamate   Control        1                               
## 2667  NA     NA Glutamate   Control        1                               
## 2668  NA     NA Glutamate   Control        1                               
## 2669  NA     NA Glutamate   Control        1                               
## 2670  NA     NA Glutamate   Control        1                               
## 2671  NA     NA Glutamate   Control        1                               
## 2672  NA     NA Glutamate   Control        1                               
## 2673  NA     NA Glutamate   Control        1                               
## 2674  NA     NA Glutamate   Control        1                               
## 2675  NA     NA Glutamate   Control        1                               
## 2676  NA     NA Glutamate   Control        1                               
## 2677  NA     NA Glutamate   Control        1                               
## 2678  NA     NA Glutamate   Control        1                               
## 2679  NA     NA Glutamate   Control        1                               
## 2680  NA     NA Glutamate   Control        1                               
## 2681  NA     NA Glutamate   Control        1                               
## 2682  NA     NA Glutamate   Control        1                               
## 2683  NA     NA Glutamate   Control        1                               
## 2684  NA     NA Glutamate   Control        1                               
## 2685  NA     NA Glutamate   Control        1                               
## 2686  NA     NA Glutamate   Control        1                               
## 2687  NA     NA Glutamate   Control        1                               
## 2688  NA     NA Glutamate   Control        1                               
## 2689  NA     NA Glutamate   Control        1                               
## 2690  NA     NA Glutamate   Control        1                               
## 2691  NA     NA Glutamate   Control        1                               
## 2692  NA     NA Glutamate   Control        1                               
## 2693  NA     NA Glutamate   Control        1                               
## 2694  NA     NA Glutamate   Control        1                               
## 2695  NA     NA Glutamate   Control        1                               
## 2696  NA     NA Glutamate   Control        1                               
## 2697  NA     NA Glutamate   Control        1                               
## 2698  NA     NA Glutamate   Control        1                               
## 2699  NA     NA Glutamate   Control        1                               
## 2700  NA     NA Glutamate   Control        1                               
## 2701  NA     NA Glutamate   Control        1                               
## 2702  NA     NA Glutamate   Control        1                               
## 2703  NA     NA Glutamate   Control        1                               
## 2704  NA     NA Glutamate   Control        1                               
## 2705  NA     NA Glutamate   Control        1                               
## 2706  NA     NA Glutamate   Control        1                               
## 2707  NA     NA Glutamate   Control        1                               
## 2708  NA     NA Glutamate   Control        1                               
## 2709  NA     NA Glutamate   Control        1                               
## 2710  NA     NA Glutamate   Control        1                               
## 2711  NA     NA Glutamate   Control        1                               
## 2712  NA     NA Glutamate   Control        1                               
## 2713  NA     NA Glutamate   Control        1                               
## 2714  NA     NA Glutamate   Control        1                               
## 2715  NA     NA Glutamate   Control        1                               
## 2716  NA     NA Glutamate   Control        1                               
## 2717  NA     NA Glutamate   Control        1                               
## 2718  NA     NA Glutamate   Control        1                               
## 2719  NA     NA Glutamate   Control        1                               
## 2720  NA     NA Glutamate   Control        1                               
## 2721  NA     NA Glutamate   Control        1                               
## 2722  NA     NA Glutamate   Control        1                               
## 2723  NA     NA Glutamate   Control        1                               
## 2724  NA     NA Glutamate   Control        1                               
## 2725  NA     NA Glutamate   Control        1                               
## 2726  NA     NA Glutamate   Control        1                               
## 2727  NA     NA Glutamate   Control        1                               
## 2728  NA     NA Glutamate   Control        1                               
## 2729  NA     NA Glutamate   Control        1                               
## 2730  NA     NA Glutamate   Control        1                               
## 2731  NA     NA Glutamate   Control        1                               
## 2732  NA     NA Glutamate   Control        1                               
## 2733  NA     NA Glutamate   Control        1                               
## 2734  NA     NA Glutamate   Control        1                               
## 2735  NA     NA Glutamate   Control        1                               
## 2736  NA     NA Glutamate   Control        1                               
## 2737  NA     NA Glutamate   Control        1                               
## 2738  NA     NA Glutamate   Control        1                               
## 2739  NA     NA Glutamate   Control        1                               
## 2740  NA     NA Glutamate   Control        1                               
## 2741  NA     NA Glutamate   Control        1                               
## 2742  NA     NA Glutamate   Control        1                               
## 2743  NA     NA Glutamate   Control        1                               
## 2744  NA     NA Glutamate   Control        1                               
## 2745  NA     NA Glutamate   Control        1                               
## 2746  NA     NA Glutamate   Control        1                               
## 2747  NA     NA Glutamate   Control        1                               
## 2748  NA     NA Glutamate   Control        1                               
## 2749  NA     NA Glutamate   Control        1                               
## 2750  NA     NA Glutamate   Control        1                               
## 2751  NA     NA Glutamate   Control        1                               
## 2752  NA     NA Glutamate   Control        1                               
## 2753  NA     NA Glutamate   Control        1                               
## 2754  NA     NA Glutamate   Control        1                               
## 2755  NA     NA Glutamate   Control        1                               
## 2756  NA     NA Glutamate   Control        1                               
## 2757  NA     NA Glutamate   Control        1                               
## 2758  NA     NA Glutamate   Control        1                               
## 2759  NA     NA Glutamate   Control        1                               
## 2760  NA     NA Glutamate   Control        1                               
## 2761  NA     NA Glutamate   Control        1                               
## 2762  NA     NA Glutamate   Control        1                               
## 2763  NA     NA Glutamate   Control        1                               
## 2764  NA     NA Glutamate   Control        1                               
## 2765  NA     NA Glutamate   Control        1                               
## 2766  NA     NA Glutamate   Control        1                               
## 2767  NA     NA Glutamate   Control        1                               
## 2768  NA     NA Glutamate   Control        1                               
## 2769  NA     NA Glutamate   Control        1                               
## 2770  NA     NA Glutamate   Control        1                               
## 2771  NA     NA Glutamate   Control        1                               
## 2772  NA     NA Glutamate   Control        1                               
## 2773  NA     NA Glutamate   Control        1                               
## 2774  NA     NA Glutamate   Control        1                               
## 2775  NA     NA Glutamate   Control        1                               
## 2776  NA     NA Glutamate   Control        1                               
## 2777  NA     NA Glutamate   Control        1                               
## 2778  NA     NA Glutamate   Control        1                               
## 2779  NA     NA Glutamate   Control        1                               
## 2780  NA     NA Glutamate   Control        1                               
## 2781  NA     NA Glutamate   Control        1                               
## 2782  NA     NA Glutamate   Control        1                               
## 2783  NA     NA Glutamate   Control        1                               
## 2784  NA     NA Glutamate   Control        1                               
## 2785  NA     NA Glutamate   Control        1                               
## 2786  NA     NA Glutamate   Control        1                               
## 2787  NA     NA Glutamate   Control        1                               
## 2788  NA     NA Glutamate   Control        1                               
## 2789  NA     NA Glutamate   Control        1                               
## 2790  NA     NA Glutamate   Control        1                               
## 2791  NA     NA Glutamate   Control        1                               
## 2792  NA     NA Glutamate   Control        1                               
## 2793  NA     NA Glutamate   Control        1                               
## 2794  NA     NA Glutamate   Control        1                               
## 2795  NA     NA Glutamate   Control        1                               
## 2796  NA     NA Glutamate   Control        1                               
## 2797  NA     NA Glutamate   Control        1                               
## 2798  NA     NA Glutamate   Control        1                               
## 2799  NA     NA Glutamate   Control        1                               
## 2800  NA     NA Glutamate   Control        1                               
## 2801  NA     NA Glutamate   Control        1                               
## 2802  NA     NA Glutamate   Control        1                               
## 2803  NA     NA Glutamate   Control        1                               
## 2804  NA     NA Glutamate   Control        1                               
## 2805  NA     NA Glutamate   Control        1                               
## 2806  NA     NA Glutamate   Control        1                               
## 2807  NA     NA Glutamate   Control        1                               
## 2808  NA     NA Glutamate   Control        1                               
## 2809  NA     NA Glutamate   Control        1                               
## 2810  NA     NA Glutamate   Control        1                               
## 2811  NA     NA Glutamate   Control        1                               
## 2812  NA     NA Glutamate   Control        1                               
## 2813  NA     NA Glutamate   Control        1                               
## 2814  NA     NA Glutamate   Control        1                               
## 2815  NA     NA Glutamate   Control        1                               
## 2816  NA     NA Glutamate   Control        1                               
## 2817  NA     NA Glutamate   Control        1                               
## 2818  NA     NA Glutamate   Control        1                               
## 2819  NA     NA Glutamate   Control        1                               
## 2820  NA     NA Glutamate   Control        1                               
## 2821  NA     NA Glutamate   Control        1                               
## 2822  NA     NA Glutamate   Control        1                               
## 2823  NA     NA Glutamate   Control        1                               
## 2824  NA     NA Glutamate   Control        1                               
## 2825  NA     NA Glutamate   Control        1                               
## 2826  NA     NA Glutamate   Control        1                               
## 2827  NA     NA Glutamate   Control        1                               
## 2828  NA     NA Glutamate   Control        1                               
## 2829  NA     NA Glutamate   Control        1                               
## 2830  NA     NA Glutamate   Control        1                               
## 2831  NA     NA Glutamate   Control        1                               
## 2832  NA     NA Glutamate   Control        1                               
## 2833  NA     NA Glutamate   Control        1                               
## 2834  NA     NA Glutamate   Control        1                               
## 2835  NA     NA Glutamate   Control        1                               
## 2836  NA     NA Glutamate   Control        1                               
## 2837  NA     NA Glutamate   Control        1                               
## 2838  NA     NA Glutamate   Control        1                               
## 2839  NA     NA Glutamate   Control        1                               
## 2840  NA     NA Glutamate   Control        1                               
## 2841  NA     NA Glutamate   Control        1                               
## 2842  NA     NA Glutamate   Control        1                               
## 2843  NA     NA Glutamate   Control        1                               
## 2844  NA     NA Glutamate   Control        1                               
## 2845  NA     NA Glutamate   Control        1                               
## 2846  NA     NA Glutamate   Control        1                               
## 2847  NA     NA Glutamate   Control        1                               
## 2848  NA     NA Glutamate   Control        1                               
## 2849  NA     NA Glutamate   Control        1                               
## 2850  NA     NA Glutamate   Control        1                               
## 2851  NA     NA Glutamate   Control        1                               
## 2852  NA     NA Glutamate   Control        1                               
## 2853  NA     NA Glutamate   Control        1                               
## 2854  NA     NA Glutamate   Control        1                               
## 2855  NA     NA Glutamate   Control        1                               
## 2856  NA     NA Glutamate   Control        1                               
## 2857  NA     NA Glutamate   Control        1                               
## 2858  NA     NA Glutamate   Control        1                               
## 2859  NA     NA Glutamate   Control        1                               
## 2860  NA     NA Glutamate   Control        1                               
## 2861  NA     NA Glutamate   Control        1                               
## 2862  NA     NA Glutamate   Control        1                               
## 2863  NA     NA Glutamate   Control        1                               
## 2864  NA     NA Glutamate   Control        1                               
## 2865  NA     NA Glutamate   Control        1                               
## 2866  NA     NA Glutamate   Control        1                               
## 2867  NA     NA Glutamate   Control        1                               
## 2868  NA     NA Glutamate   Control        1                               
## 2869  NA     NA Glutamate   Control        1                               
## 2870  NA     NA Glutamate   Control        1                               
## 2871  NA     NA Glutamate   Control        1                               
## 2872  NA     NA Glutamate   Control        1                               
## 2873  NA     NA Glutamate   Control        1                               
## 2874  NA     NA Glutamate   Control        1                               
## 2875  NA     NA Glutamate   Control        1                               
## 2876  NA     NA Glutamate   Control        1                               
## 2877  NA     NA Glutamate   Control        1                               
## 2878  NA     NA Glutamate   Control        1                               
## 2879  NA     NA Glutamate   Control        1                               
## 2880  NA     NA Glutamate   Control        1                               
## 2881  NA     NA Glutamate   Control        1                               
## 2882  NA     NA Glutamate   Control        1                               
## 2883  NA     NA Glutamate   Control        1                               
## 2884  NA     NA Glutamate   Control        1                               
## 2885  NA     NA Glutamate   Control        1                               
## 2886  NA     NA Glutamate   Control        1                               
## 2887  NA     NA Glutamate   Control        1                               
## 2888  NA     NA Glutamate   Control        1                               
## 2889  NA     NA Glutamate   Control        1                               
## 2890  NA     NA Glutamate   Control        1                               
## 2891  NA     NA Glutamate   Control        1                               
## 2892  NA     NA Glutamate   Control        1                               
## 2893  NA     NA Glutamate   Control        1                               
## 2894  NA     NA Glutamate   Control        1                               
## 2895  NA     NA Glutamate   Control        1                               
## 2896  NA     NA Glutamate   Control        1                               
## 2897  NA     NA Glutamate   Control        1                               
## 2898  NA     NA Glutamate   Control        1                               
## 2899  NA     NA Glutamate   Control        1                               
## 2900  NA     NA Glutamate   Control        1                               
## 2901  NA     NA Glutamate   Control        1                               
## 2902  NA     NA Glutamate   Control        1                               
## 2903  NA     NA Glutamate   Control        1                               
## 2904  NA     NA Glutamate   Control        1                               
## 2905  NA     NA Glutamate   Control        1                               
## 2906  NA     NA Glutamate   Control        1                               
## 2907  NA     NA Glutamate   Control        1                               
## 2908  NA     NA Glutamate   Control        1                               
## 2909  NA     NA Glutamate   Control        1                               
## 2910  NA     NA Glutamate   Control        1                               
## 2911  NA     NA Glutamate   Control        1                               
## 2912  NA     NA Glutamate   Control        1                               
## 2913  NA     NA Glutamate   Control        1                               
## 2914  NA     NA Glutamate   Control        1                               
## 2915  NA     NA Glutamate   Control        1                               
## 2916  NA     NA Glutamate   Control        1                               
## 2917  NA     NA Glutamate   Control        1                               
## 2918  NA     NA Glutamate   Control        1                               
## 2919  NA     NA Glutamate   Control        1                               
## 2920  NA     NA Glutamate   Control        1                               
## 2921  NA     NA Glutamate   Control        1                               
## 2922  NA     NA Glutamate   Control        1                               
## 2923  NA     NA Glutamate   Control        1                               
## 2924  NA     NA Glutamate   Control        1                               
## 2925  NA     NA Glutamate   Control        1                               
## 2926  NA     NA Glutamate   Control        1                               
## 2927  NA     NA Glutamate   Control        1                               
## 2928  NA     NA Glutamate   Control        1                               
## 2929  NA     NA Glutamate   Control        1                               
## 2930  NA     NA Glutamate   Control        1                               
## 2931  NA     NA Glutamate   Control        1                               
## 2932  NA     NA Glutamate   Control        1                               
## 2933  NA     NA Glutamate   Control        1                               
## 2934  NA     NA Glutamate   Control        1                               
## 2935  NA     NA Glutamate   Control        1                               
## 2936  NA     NA Glutamate   Control        1                               
## 2937  NA     NA Glutamate   Control        1                               
## 2938  NA     NA Glutamate   Control        1                               
## 2939  NA     NA Glutamate   Control        1                               
## 2940  NA     NA Glutamate   Control        1                               
## 2941  NA     NA Glutamate   Control        1                               
## 2942  NA     NA Glutamate   Control        1                               
## 2943  NA     NA Glutamate   Control        1                               
## 2944  NA     NA Glutamate   Control        1                               
## 2945  NA     NA Glutamate   Control        1                               
## 2946  NA     NA Glutamate   Control        1                               
## 2947  NA     NA Glutamate   Control        1                               
## 2948  NA     NA Glutamate   Control        1                               
## 2949  NA     NA Glutamate   Control        1                               
## 2950  NA     NA Glutamate   Control        1                               
## 2951  NA     NA Glutamate   Control        1                               
## 2952  NA     NA Glutamate   Control        1                               
## 2953  NA     NA Glutamate   Control        1                               
## 2954  NA     NA Glutamate   Control        1                               
## 2955  NA     NA Glutamate   Control        1                               
## 2956  NA     NA Glutamate   Control        1                               
## 2957  NA     NA Glutamate   Control        1                               
## 2958  NA     NA Glutamate   Control        1                               
## 2959  NA     NA Glutamate   Control        1                               
## 2960  NA     NA Glutamate   Control        1                               
## 2961  NA     NA Glutamate   Control        1                               
## 2962  NA     NA Glutamate   Control        1                               
## 2963  NA     NA Glutamate   Control        1                               
## 2964  NA     NA Glutamate   Control        1                               
## 2965  NA     NA Glutamate   Control        1                               
## 2966  NA     NA Glutamate   Control        1                               
## 2967  NA     NA Glutamate   Control        1                               
## 2968  NA     NA Glutamate   Control        1                               
## 2969  NA     NA Glutamate   Control        1                               
## 2970  NA     NA Glutamate   Control        1                               
## 2971  NA     NA Glutamate   Control        1                               
## 2972  NA     NA Glutamate   Control        1                               
## 2973  NA     NA Glutamate   Control        1                               
## 2974  NA     NA Glutamate   Control        1                               
## 2975  NA     NA Glutamate   Control        1                               
## 2976  NA     NA Glutamate   Control        1                               
## 2977  NA     NA Glutamate   Control        1                               
## 2978  NA     NA Glutamate   Control        1                               
## 2979  NA     NA Glutamate   Control        1                               
## 2980  NA     NA Glutamate   Control        1                               
## 2981  NA     NA Glutamate   Control        1                               
## 2982  NA     NA Glutamate   Control        1                               
## 2983  NA     NA Glutamate   Control        1                               
## 2984  NA     NA Glutamate   Control        1                               
## 2985  NA     NA Glutamate   Control        1                               
## 2986  NA     NA Glutamate   Control        1                               
## 2987  NA     NA Glutamate   Control        1                               
## 2988  NA     NA Glutamate   Control        1                               
## 2989  NA     NA Glutamate   Control        1                               
## 2990  NA     NA Glutamate   Control        1                               
## 2991  NA     NA Glutamate   Control        1                               
## 2992  NA     NA Glutamate   Control        1                               
## 2993  NA     NA Glutamate   Control        1                               
## 2994  NA     NA Glutamate   Control        1                               
## 2995  NA     NA Glutamate   Control        1                               
## 2996  NA     NA Glutamate   Control        1                               
## 2997  NA     NA Glutamate   Control        1                               
## 2998  NA     NA Glutamate   Control        1                               
## 2999  NA     NA Glutamate   Control        1                               
## 3000  NA     NA Glutamate   Control        1                               
## 3001  NA     NA Glutamate   Control        1                               
## 3002  NA     NA Glutamate   Control        1                               
## 3003  NA     NA Glutamate   Control        1                               
## 3004  NA     NA Glutamate   Control        1                               
## 3005  NA     NA Glutamate   Control        1                               
## 3006  NA     NA Glutamate   Control        1                               
## 3007  NA     NA Glutamate   Control        1                               
## 3008  NA     NA Glutamate   Control        1                               
## 3009  NA     NA Glutamate   Control        1                               
## 3010  NA     NA Glutamate   Control        1                               
## 3011  NA     NA Glutamate   Control        1                               
## 3012  NA     NA Glutamate   Control        1                               
## 3013  NA     NA Glutamate   Control        1                               
## 3014  NA     NA Glutamate   Control        1                               
## 3015  NA     NA Glutamate   Control        1                               
## 3016  NA     NA Glutamate   Control        1                               
## 3017  NA     NA Glutamate   Control        1                               
## 3018  NA     NA Glutamate   Control        1                               
## 3019  NA     NA Glutamate   Control        1                               
## 3020  NA     NA Glutamate   Control        1                               
## 3021  NA     NA Glutamate   Control        1                               
## 3022  NA     NA Glutamate   Control        1                               
## 3023  NA     NA Glutamate   Control        1                               
## 3024  NA     NA Glutamate   Control        1                               
## 3025  NA     NA Glutamate   Control        1                               
## 3026  NA     NA Glutamate   Control        1                               
## 3027  NA     NA Glutamate   Control        1                               
## 3028  NA     NA Glutamate   Control        1                               
## 3029  NA     NA Glutamate   Control        1                               
## 3030  NA     NA Glutamate   Control        1                               
## 3031  NA     NA Glutamate   Control        1                               
## 3032  NA     NA Glutamate   Control        1                               
## 3033  NA     NA Glutamate   Control        1                               
## 3034  NA     NA Glutamate   Control        1                               
## 3035  NA     NA Glutamate   Control        1                               
## 3036  NA     NA Glutamate   Control        1                               
## 3037  NA     NA Glutamate   Control        1                               
## 3038  NA     NA Glutamate   Control        1                               
## 3039  NA     NA Glutamate   Control        1                               
## 3040  NA     NA Glutamate   Control        1                               
## 3041  NA     NA Glutamate   Control        1                               
## 3042  NA     NA Glutamate   Control        1                               
## 3043  NA     NA Glutamate   Control        1                               
## 3044  NA     NA Glutamate   Control        1                               
## 3045  NA     NA Glutamate   Control        1                               
## 3046  NA     NA Glutamate   Control        1                               
## 3047  NA     NA Glutamate   Control        1                               
## 3048  NA     NA Glutamate   Control        1                               
## 3049  NA     NA Glutamate   Control        1                               
## 3050  NA     NA Glutamate   Control        1                               
## 3051  NA     NA Glutamate   Control        1                               
## 3052  NA     NA Glutamate   Control        1                               
## 3053  NA     NA Glutamate   Control        1                               
## 3054  NA     NA Glutamate   Control        1                               
## 3055  NA     NA Glutamate   Control        1                               
## 3056  NA     NA Glutamate   Control        1                               
## 3057  NA     NA Glutamate   Control        1                               
## 3058  NA     NA Glutamate   Control        1                               
## 3059  NA     NA Glutamate   Control        1                               
## 3060  NA     NA Glutamate   Control        1                               
## 3061  NA     NA Glutamate   Control        1                               
## 3062  NA     NA Glutamate   Control        1                               
## 3063  NA     NA Glutamate   Control        1                               
## 3064  NA     NA Glutamate   Control        1                               
## 3065  NA     NA Glutamate   Control        1                               
## 3066  NA     NA Glutamate   Control        1                               
## 3067  NA     NA Glutamate   Control        1                               
## 3068  NA     NA Glutamate   Control        1                               
## 3069  NA     NA Glutamate   Control        1                               
## 3070  NA     NA Glutamate   Control        1                               
## 3071  NA     NA Glutamate   Control        1                               
## 3072  NA     NA Glutamate   Control        1                               
## 3073  NA     NA Glutamate   Control        1                               
## 3074  NA     NA Glutamate   Control        1                               
## 3075  NA     NA Glutamate   Control        1                               
## 3076  NA     NA Glutamate   Control        1                               
## 3077  NA     NA Glutamate   Control        1                               
## 3078  NA     NA Glutamate   Control        1                               
## 3079  NA     NA Glutamate   Control        1                               
## 3080  NA     NA Glutamate   Control        1                               
## 3081  NA     NA Glutamate   Control        1                               
## 3082  NA     NA Glutamate   Control        1                               
## 3083  NA     NA Glutamate   Control        1                               
## 3084  NA     NA Glutamate   Control        1                               
## 3085  NA     NA Glutamate   Control        1                               
## 3086  NA     NA Glutamate   Control        1                               
## 3087  NA     NA Glutamate   Control        1                               
## 3088  NA     NA Glutamate   Control        1                               
## 3089  NA     NA Glutamate   Control        1                               
## 3090  NA     NA Glutamate   Control        1                               
## 3091  NA     NA Glutamate   Control        1                               
## 3092  NA     NA Glutamate   Control        1                               
## 3093  NA     NA Glutamate   Control        1                               
## 3094  NA     NA Glutamate   Control        1                               
## 3095  NA     NA Glutamate   Control        1                               
## 3096  NA     NA Glutamate   Control        1                               
## 3097  NA     NA Glutamate   Control        1                               
## 3098  NA     NA Glutamate   Control        1                               
## 3099  NA     NA Glutamate   Control        1                               
## 3100  NA     NA Glutamate   Control        1                               
## 3101  NA     NA Glutamate   Control        1                               
## 3102  NA     NA Glutamate   Control        1                               
## 3103  NA     NA Glutamate   Control        1                               
## 3104  NA     NA Glutamate   Control        1                               
## 3105  NA     NA Glutamate   Control        1                               
## 3106  NA     NA Glutamate   Control        1                               
## 3107  NA     NA Glutamate   Control        1                               
## 3108  NA     NA Glutamate   Control        1                               
## 3109  NA     NA Glutamate   Control        1                               
## 3110  NA     NA Glutamate   Control        1                               
## 3111  NA     NA Glutamate   Control        1                               
## 3112  NA     NA Glutamate   Control        1                               
## 3113  NA     NA Glutamate   Control        1                               
## 3114  NA     NA Glutamate   Control        1                               
## 3115  NA     NA Glutamate   Control        1                               
## 3116  NA     NA Glutamate   Control        1                               
## 3117  NA     NA Glutamate   Control        1                               
## 3118  NA     NA Glutamate   Control        1                               
## 3119  NA     NA Glutamate   Control        1                               
## 3120  NA     NA Glutamate   Control        1                               
## 3121  NA     NA Glutamate   Control        1                               
## 3122  NA     NA Glutamate   Control        1                               
## 3123  NA     NA Glutamate   Control        1                               
## 3124  NA     NA Glutamate   Control        1                               
## 3125  NA     NA Glutamate   Control        1                               
## 3126  NA     NA Glutamate   Control        1                               
## 3127  NA     NA Glutamate   Control        1                               
## 3128  NA     NA Glutamate   Control        1                               
## 3129  NA     NA Glutamate   Control        1                               
## 3130  NA     NA Glutamate   Control        1                               
## 3131  NA     NA Glutamate   Control        1                               
## 3132  NA     NA Glutamate   Control        1                               
## 3133  NA     NA Glutamate   Control        1                               
## 3134  NA     NA Glutamate   Control        1                               
## 3135  NA     NA Glutamate   Control        1                               
## 3136  NA     NA Glutamate   Control        1                               
## 3137  NA     NA Glutamate   Control        1                               
## 3138  NA     NA Glutamate   Control        1                               
## 3139  NA     NA Glutamate   Control        1                               
## 3140  NA     NA Glutamate   Control        1                               
## 3141  NA     NA Glutamate   Control        1                               
## 3142  NA     NA Glutamate   Control        1                               
## 3143  NA     NA Glutamate   Control        1                               
## 3144  NA     NA Glutamate   Control        1                               
## 3145  NA     NA Glutamate   Control        1                               
## 3146  NA     NA Glutamate   Control        1                               
## 3147  NA     NA Glutamate   Control        1                               
## 3148  NA     NA Glutamate   Control        1                               
## 3149  NA     NA Glutamate   Control        1                               
## 3150  NA     NA Glutamate   Control        1                               
## 3151  NA     NA Glutamate   Control        1                               
## 3152  NA     NA Glutamate   Control        1                               
## 3153  NA     NA Glutamate   Control        1                               
## 3154  NA     NA Glutamate   Control        1                               
## 3155  NA     NA Glutamate   Control        1                               
## 3156  NA     NA Glutamate   Control        1                               
## 3157  NA     NA Glutamate   Control        1                               
## 3158  NA     NA Glutamate   Control        1                               
## 3159  NA     NA Glutamate   Control        1                               
## 3160  NA     NA Glutamate   Control        1                               
## 3161  NA     NA Glutamate   Control        1                               
## 3162  NA     NA Glutamate   Control        1                               
## 3163  NA     NA Glutamate   Control        1                               
## 3164  NA     NA Glutamate   Control        1                               
## 3165  NA     NA Glutamate   Control        1                               
## 3166  NA     NA Glutamate   Control        1                               
## 3167  NA     NA Glutamate   Control        1                               
## 3168  NA     NA Glutamate   Control        1                               
## 3169  NA     NA Glutamate   Control        1                               
## 3170  NA     NA Glutamate   Control        1                               
## 3171  NA     NA Glutamate   Control        1                               
## 3172  NA     NA Glutamate   Control        1                               
## 3173  NA     NA Glutamate   Control        1                               
## 3174  NA     NA Glutamate   Control        1                               
## 3175  NA     NA Glutamate   Control        1                               
## 3176  NA     NA Glutamate   Control        1                               
## 3177  NA     NA Glutamate   Control        1                               
## 3178  NA     NA Glutamate   Control        1                               
## 3179  NA     NA Glutamate   Control        1                               
## 3180  NA     NA Glutamate   Control        1                               
## 3181  NA     NA Glutamate   Control        1                               
## 3182  NA     NA Glutamate   Control        1                               
## 3183  NA     NA Glutamate   Control        1                               
## 3184  NA     NA Glutamate   Control        1                               
## 3185  NA     NA Glutamate   Control        1                               
## 3186  NA     NA Glutamate   Control        1                               
## 3187  NA     NA Glutamate   Control        1                               
## 3188  NA     NA Glutamate   Control        1                               
## 3189  NA     NA Glutamate   Control        1                               
## 3190  NA     NA Glutamate   Control        1                               
## 3191  NA     NA Glutamate   Control        1                               
## 3192  NA     NA Glutamate   Control        1                               
## 3193  NA     NA Glutamate   Control        1                               
## 3194  NA     NA Glutamate   Control        1                               
## 3195  NA     NA Glutamate   Control        1                               
## 3196  NA     NA Glutamate   Control        1                               
## 3197  NA     NA Glutamate   Control        1                               
## 3198  NA     NA Glutamate   Control        1                               
## 3199  NA     NA Glutamate   Control        1                               
## 3200  NA     NA Glutamate   Control        1                               
## 3201  NA     NA Glutamate   Control        1                               
## 3202  NA     NA Glutamate   Control        1                               
## 3203  NA     NA Glutamate   Control        1                               
## 3204  NA     NA Glutamate   Control        1                               
## 3205  NA     NA Glutamate   Control        1                               
## 3206  NA     NA Glutamate   Control        1                               
## 3207  NA     NA Glutamate   Control        1                               
## 3208  NA     NA Glutamate   Control        1                               
## 3209  NA     NA Glutamate   Control        1                               
## 3210  NA     NA Glutamate   Control        1                               
## 3211  NA     NA Glutamate   Control        1                               
## 3212  NA     NA Glutamate   Control        1                               
## 3213  NA     NA Glutamate   Control        1                               
## 3214  NA     NA Glutamate   Control        1                               
## 3215  NA     NA Glutamate   Control        1                               
## 3216  NA     NA Glutamate   Control        1                               
## 3217  NA     NA Glutamate   Control        1                               
## 3218  NA     NA Glutamate   Control        1                               
## 3219  NA     NA Glutamate   Control        1                               
## 3220  NA     NA Glutamate   Control        1                               
## 3221  NA     NA Glutamate   Control        1                               
## 3222  NA     NA Glutamate   Control        1                               
## 3223  NA     NA Glutamate   Control        1                               
## 3224  NA     NA Glutamate   Control        1                               
## 3225  NA     NA Glutamate   Control        1                               
## 3226  NA     NA Glutamate   Control        1                               
## 3227  NA     NA Glutamate   Control        1                               
## 3228  NA     NA Glutamate   Control        1                               
## 3229  NA     NA Glutamate   Control        1                               
## 3230  NA     NA Glutamate   Control        1                               
## 3231  NA     NA Glutamate   Control        1                               
## 3232  NA     NA Glutamate   Control        1                               
## 3233  NA     NA Glutamate   Control        1                               
## 3234  NA     NA Glutamate   Control        1                               
## 3235  NA     NA Glutamate   Control        1                               
## 3236  NA     NA Glutamate   Control        1                               
## 3237  NA     NA Glutamate   Control        1                               
## 3238  NA     NA Glutamate   Control        1                               
## 3239  NA     NA Glutamate   Control        1                               
## 3240  NA     NA Glutamate   Control        1                               
## 3241  NA     NA Glutamate   Control        1                               
## 3242  NA     NA Glutamate   Control        1                               
## 3243  NA     NA Glutamate   Control        1                               
## 3244  NA     NA Glutamate   Control        1                               
## 3245  NA     NA Glutamate   Control        1                               
## 3246  NA     NA Glutamate   Control        1                               
## 3247  NA     NA Glutamate   Control        1                               
## 3248  NA     NA Glutamate   Control        1                               
## 3249  NA     NA Glutamate   Control        1                               
## 3250  NA     NA Glutamate   Control        1                               
## 3251  NA     NA Glutamate   Control        1                               
## 3252  NA     NA Glutamate   Control        1                               
## 3253  NA     NA Glutamate   Control        1                               
## 3254  NA     NA Glutamate   Control        1                               
## 3255  NA     NA Glutamate   Control        1                               
## 3256  NA     NA Glutamate   Control        1                               
## 3257  NA     NA Glutamate   Control        1                               
## 3258  NA     NA Glutamate   Control        1                               
## 3259  NA     NA Glutamate   Control        1                               
## 3260  NA     NA Glutamate   Control        1                               
## 3261  NA     NA Glutamate   Control        1                               
## 3262  NA     NA Glutamate   Control        1                               
## 3263  NA     NA Glutamate   Control        1                               
## 3264  NA     NA Glutamate   Control        1                               
## 3265  NA     NA Glutamate   Control        1                               
## 3266  NA     NA Glutamate   Control        1                               
## 3267  NA     NA Glutamate   Control        1                               
## 3268  NA     NA Glutamate   Control        1                               
## 3269  NA     NA Glutamate   Control        1                               
## 3270  NA     NA Glutamate   Control        1                               
## 3271  NA     NA Glutamate   Control        1                               
## 3272  NA     NA Glutamate   Control        1                               
## 3273  NA     NA Glutamate   Control        1                               
## 3274  NA     NA Glutamate   Control        1                               
## 3275  NA     NA Glutamate   Control        1                               
## 3276  NA     NA Glutamate   Control        1                               
## 3277  NA     NA Glutamate   Control        1                               
## 3278  NA     NA Glutamate   Control        1                               
## 3279  NA     NA Glutamate   Control        1                               
## 3280  NA     NA Glutamate   Control        1                               
## 3281  NA     NA Glutamate   Control        1                               
## 3282  NA     NA Glutamate   Control        1                               
## 3283  NA     NA Glutamate   Control        1                               
## 3284  NA     NA Glutamate   Control        1                               
## 3285  NA     NA Glutamate   Control        1                               
## 3286  NA     NA Glutamate   Control        1                               
## 3287  NA     NA Glutamate   Control        1                               
## 3288  NA     NA Glutamate   Control        1                               
## 3289  NA     NA Glutamate   Control        1                               
## 3290  NA     NA Glutamate   Control        1                               
## 3291  NA     NA Glutamate   Control        1                               
## 3292  NA     NA Glutamate   Control        1                               
## 3293  NA     NA Glutamate   Control        1                               
## 3294  NA     NA Glutamate   Control        1                               
## 3295  NA     NA Glutamate   Control        1                               
## 3296  NA     NA Glutamate   Control        1                               
## 3297  NA     NA Glutamate   Control        1                               
## 3298  NA     NA Glutamate   Control        1                               
## 3299  NA     NA Glutamate   Control        1                               
## 3300  NA     NA Glutamate   Control        1                               
## 3301  NA     NA Glutamate   Control        1                               
## 3302  NA     NA Glutamate   Control        1                               
## 3303  NA     NA Glutamate   Control        1                               
## 3304  NA     NA Glutamate   Control        1                               
## 3305  NA     NA Glutamate   Control        1                               
## 3306  NA     NA Glutamate   Control        1                               
## 3307  NA     NA Glutamate   Control        1                               
## 3308  NA     NA Glutamate   Control        1                               
## 3309  NA     NA Glutamate   Control        1                               
## 3310  NA     NA Glutamate   Control        1                               
## 3311  NA     NA Glutamate   Control        1                               
## 3312  NA     NA Glutamate   Control        1                               
## 3313  NA     NA Glutamate   Control        1                               
## 3314  NA     NA Glutamate   Control        1                               
## 3315  NA     NA Glutamate   Control        1                               
## 3316  NA     NA Glutamate   Control        1                               
## 3317  NA     NA Glutamate   Control        1                               
## 3318  NA     NA Glutamate   Control        1                               
## 3319  NA     NA Glutamate   Control        1                               
## 3320  NA     NA Glutamate   Control        1                               
## 3321  NA     NA Glutamate   Control        1                               
## 3322  NA     NA Glutamate   Control        1                               
## 3323  NA     NA Glutamate   Control        1                               
## 3324  NA     NA Glutamate   Control        1                               
## 3325  NA     NA Glutamate   Control        1                               
## 3326  NA     NA Glutamate   Control        1                               
## 3327  NA     NA Glutamate   Control        1                               
## 3328  NA     NA Glutamate   Control        1                               
## 3329  NA     NA Glutamate   Control        1                               
## 3330  NA     NA Glutamate   Control        1                               
## 3331  NA     NA Glutamate   Control        1                               
## 3332  NA     NA Glutamate   Control        1                               
## 3333  NA     NA Glutamate   Control        1                               
## 3334  NA     NA Glutamate   Control        1                               
## 3335  NA     NA Glutamate   Control        1                               
## 3336  NA     NA Glutamate   Control        1                               
## 3337  NA     NA Glutamate   Control        1                               
## 3338  NA     NA Glutamate   Control        1                               
## 3339  NA     NA Glutamate   Control        1                               
## 3340  NA     NA Glutamate   Control        1                               
## 3341  NA     NA Glutamate   Control        1                               
## 3342  NA     NA Glutamate   Control        1                               
## 3343  NA     NA Glutamate   Control        1                               
## 3344  NA     NA Glutamate   Control        1                               
## 3345  NA     NA Glutamate   Control        1                               
## 3346  NA     NA Glutamate   Control        1                               
## 3347  NA     NA Glutamate   Control        1                               
## 3348  NA     NA Glutamate   Control        1                               
## 3349  NA     NA Glutamate   Control        1                               
## 3350  NA     NA Glutamate   Control        1                               
## 3351  NA     NA Glutamate   Control        1                               
## 3352  NA     NA Glutamate   Control        1                               
## 3353  NA     NA Glutamate   Control        1                               
## 3354  NA     NA Glutamate   Control        1                               
## 3355  NA     NA Glutamate   Control        1                               
## 3356  NA     NA Glutamate   Control        1                               
## 3357  NA     NA Glutamate   Control        1                               
## 3358  NA     NA Glutamate   Control        1                               
## 3359  NA     NA Glutamate   Control        1                               
## 3360  NA     NA Glutamate   Control        1                               
## 3361  NA     NA Glutamate   Control        1                               
## 3362  NA     NA Glutamate   Control        1                               
## 3363  NA     NA Glutamate   Control        1                               
## 3364  NA     NA Glutamate   Control        1                               
## 3365  NA     NA Glutamate   Control        1                               
## 3366  NA     NA Glutamate   Control        1                               
## 3367  NA     NA Glutamate   Control        1                               
## 3368  NA     NA Glutamate   Control        1                               
## 3369  NA     NA Glutamate   Control        1                               
## 3370  NA     NA Glutamate   Control        1                               
## 3371  NA     NA Glutamate   Control        1                               
## 3372  NA     NA Glutamate   Control        1                               
## 3373  NA     NA Glutamate   Control        1                               
## 3374  NA     NA Glutamate   Control        1                               
## 3375  NA     NA Glutamate   Control        1                               
## 3376  NA     NA Glutamate   Control        1                               
## 3377  NA     NA Glutamate   Control        1                               
## 3378  NA     NA Glutamate   Control        1                               
## 3379  NA     NA Glutamate   Control        1                               
## 3380  NA     NA Glutamate   Control        1                               
## 3381  NA     NA Glutamate   Control        1                               
## 3382  NA     NA Glutamate   Control        1                               
## 3383  NA     NA Glutamate   Control        1                               
## 3384  NA     NA Glutamate   Control        1                               
## 3385  NA     NA Glutamate   Control        1                               
## 3386  NA     NA Glutamate   Control        1                               
## 3387  NA     NA Glutamate   Control        1                               
## 3388  NA     NA Glutamate   Control        1                               
## 3389  NA     NA Glutamate   Control        1                               
## 3390  NA     NA Glutamate   Control        1                               
## 3391  NA     NA Glutamate   Control        1                               
## 3392  NA     NA Glutamate   Control        1                               
## 3393  NA     NA Glutamate   Control        1                               
## 3394  NA     NA Glutamate   Control        1                               
## 3395  NA     NA Glutamate   Control        1                               
## 3396  NA     NA Glutamate   Control        1                               
## 3397  NA     NA Glutamate   Control        1                               
## 3398  NA     NA Glutamate   Control        1                               
## 3399  NA     NA Glutamate   Control        1                               
## 3400  NA     NA Glutamate   Control        1                               
## 3401  NA     NA Glutamate   Control        1                               
## 3402  NA     NA Glutamate   Control        1                               
## 3403  NA     NA Glutamate   Control        1                               
## 3404  NA     NA Glutamate   Control        1                               
## 3405  NA     NA Glutamate   Control        1                               
## 3406  NA     NA Glutamate   Control        1                               
## 3407  NA     NA Glutamate   Control        1                               
## 3408  NA     NA Glutamate   Control        1                               
## 3409  NA     NA Glutamate   Control        1                               
## 3410  NA     NA Glutamate   Control        1                               
## 3411  NA     NA Glutamate   Control        1                               
## 3412  NA     NA Glutamate   Control        1                               
## 3413  NA     NA Glutamate   Control        1                               
## 3414  NA     NA Glutamate   Control        1                               
## 3415  NA     NA Glutamate   Control        1                               
## 3416  NA     NA Glutamate   Control        1                               
## 3417  NA     NA Glutamate   Control        1                               
## 3418  NA     NA Glutamate   Control        1                               
## 3419  NA     NA Glutamate   Control        1                               
## 3420  NA     NA Glutamate   Control        1                               
## 3421  NA     NA Glutamate   Control        1                               
## 3422  NA     NA Glutamate   Control        1                               
## 3423  NA     NA Glutamate   Control        1                               
## 3424  NA     NA Glutamate   Control        1                               
## 3425  NA     NA Glutamate   Control        1                               
## 3426  NA     NA Glutamate   Control        1                               
## 3427  NA     NA Glutamate   Control        1                               
## 3428  NA     NA Glutamate   Control        1                               
## 3429  NA     NA Glutamate   Control        1                               
## 3430  NA     NA Glutamate   Control        1                               
## 3431  NA     NA Glutamate   Control        1                               
## 3432  NA     NA Glutamate   Control        1                               
## 3433  NA     NA Glutamate   Control        1                               
## 3434  NA     NA Glutamate   Control        1                               
## 3435  NA     NA Glutamate   Control        1                               
## 3436  NA     NA Glutamate   Control        1                               
## 3437  NA     NA Glutamate   Control        1                               
## 3438  NA     NA Glutamate   Control        1                               
## 3439  NA     NA Glutamate   Control        1                               
## 3440  NA     NA Glutamate   Control        1                               
## 3441  NA     NA Glutamate   Control        1                               
## 3442  NA     NA Glutamate   Control        1                               
## 3443  NA     NA Glutamate   Control        1                               
## 3444  NA     NA Glutamate   Control        1                               
## 3445  NA     NA Glutamate   Control        1                               
## 3446  NA     NA Glutamate   Control        1                               
## 3447  NA     NA Glutamate   Control        1                               
## 3448  NA     NA Glutamate   Control        1                               
## 3449  NA     NA Glutamate   Control        1                               
## 3450  NA     NA Glutamate   Control        1                               
## 3451  NA     NA Glutamate   Control        1                               
## 3452  NA     NA Glutamate   Control        1                               
## 3453  NA     NA Glutamate   Control        1                               
## 3454  NA     NA Glutamate   Control        1                               
## 3455  NA     NA Glutamate   Control        1                               
## 3456  NA     NA Glutamate   Control        1                               
## 3457  NA     NA Glutamate   Control        1                               
## 3458  NA     NA Glutamate   Control        1                               
## 3459  NA     NA Glutamate   Control        1                               
## 3460  NA     NA Glutamate   Control        1                               
## 3461  NA     NA Glutamate   Control        1                               
## 3462  NA     NA Glutamate   Control        1                               
## 3463  NA     NA Glutamate   Control        1                               
## 3464  NA     NA Glutamate   Control        1                               
## 3465  NA     NA Glutamate   Control        1                               
## 3466  NA     NA Glutamate   Control        1                               
## 3467  NA     NA Glutamate   Control        1                               
## 3468  NA     NA Glutamate   Control        1                               
## 3469  NA     NA Glutamate   Control        1                               
## 3470  NA     NA Glutamate   Control        1                               
## 3471  NA     NA Glutamate   Control        1                               
## 3472  NA     NA Glutamate   Control        1                               
## 3473  NA     NA Glutamate   Control        1                               
## 3474  NA     NA Glutamate   Control        1                               
## 3475  NA     NA Glutamate   Control        1                               
## 3476  NA     NA Glutamate   Control        1                               
## 3477  NA     NA Glutamate   Control        1                               
## 3478  NA     NA Glutamate   Control        1                               
## 3479  NA     NA Glutamate   Control        1                               
## 3480  NA     NA Glutamate   Control        1                               
## 3481  NA     NA Glutamate   Control        1                               
## 3482  NA     NA Glutamate   Control        1                               
## 3483  NA     NA Glutamate   Control        1                               
## 3484  NA     NA Glutamate   Control        1                               
## 3485  NA     NA Glutamate   Control        1                               
## 3486  NA     NA Glutamate   Control        1                               
## 3487  NA     NA Glutamate   Control        1                               
## 3488  NA     NA Glutamate   Control        1                               
## 3489  NA     NA Glutamate   Control        1                               
## 3490  NA     NA Glutamate   Control        1                               
## 3491  NA     NA Glutamate   Control        1                               
## 3492  NA     NA Glutamate   Control        1                               
## 3493  NA     NA Glutamate   Control        1                               
## 3494  NA     NA Glutamate   Control        1                               
## 3495  NA     NA Glutamate   Control        1                               
## 3496  NA     NA Glutamate   Control        1                               
## 3497  NA     NA Glutamate   Control        1                               
## 3498  NA     NA Glutamate   Control        1                               
## 3499  NA     NA Glutamate   Control        1                               
## 3500  NA     NA Glutamate   Control        1                               
## 3501  NA     NA Glutamate   Control        1                               
## 3502  NA     NA Glutamate   Control        1                               
## 3503  NA     NA Glutamate   Control        1                               
## 3504  NA     NA Glutamate   Control        1                               
## 3505  NA     NA Glutamate   Control        1                               
## 3506  NA     NA Glutamate   Control        1                               
## 3507  NA     NA Glutamate   Control        1                               
## 3508  NA     NA Glutamate   Control        1                               
## 3509  NA     NA Glutamate   Control        1                               
## 3510  NA     NA Glutamate   Control        1                               
## 3511  NA     NA Glutamate   Control        1                               
## 3512  NA     NA Glutamate   Control        1                               
## 3513  NA     NA Glutamate   Control        1                               
## 3514  NA     NA Glutamate   Control        1                               
## 3515  NA     NA Glutamate   Control        1                               
## 3516  NA     NA Glutamate   Control        1                               
## 3517  NA     NA Glutamate   Control        1                               
## 3518  NA     NA Glutamate   Control        1                               
## 3519  NA     NA Glutamate   Control        1                               
## 3520  NA     NA Glutamate   Control        1                               
## 3521  NA     NA Glutamate   Control        1                               
## 3522  NA     NA Glutamate   Control        1                               
## 3523  NA     NA Glutamate   Control        1                               
## 3524  NA     NA Glutamate   Control        1                               
## 3525  NA     NA Glutamate   Control        1                               
## 3526  NA     NA Glutamate   Control        1                               
## 3527  NA     NA Glutamate   Control        1                               
## 3528  NA     NA Glutamate   Control        1                               
## 3529  NA     NA Glutamate   Control        1                               
## 3530  NA     NA Glutamate   Control        1                               
## 3531  NA     NA Glutamate   Control        1                               
## 3532  NA     NA Glutamate   Control        1                               
## 3533  NA     NA Glutamate   Control        1                               
## 3534  NA     NA Glutamate   Control        1                               
## 3535  NA     NA Glutamate   Control        1                               
## 3536  NA     NA Glutamate   Control        1                               
## 3537  NA     NA Glutamate   Control        1                               
## 3538  NA     NA Glutamate   Control        1                               
## 3539  NA     NA Glutamate   Control        1                               
## 3540  NA     NA Glutamate   Control        1                               
## 3541  NA     NA Glutamate   Control        1                               
## 3542  NA     NA Glutamate   Control        1                               
## 3543  NA     NA Glutamate   Control        1                               
## 3544  NA     NA Glutamate   Control        1                               
## 3545  NA     NA Glutamate   Control        1                               
## 3546  NA     NA Glutamate   Control        1                               
## 3547  NA     NA Glutamate   Control        1                               
## 3548  NA     NA Glutamate   Control        1                               
## 3549  NA     NA Glutamate   Control        1                               
## 3550  NA     NA Glutamate   Control        1                               
## 3551  NA     NA Glutamate   Control        1                               
## 3552  NA     NA Glutamate   Control        1                               
## 3553  NA     NA Glutamate   Control        1                               
## 3554  NA     NA Glutamate   Control        1                               
## 3555  NA     NA Glutamate   Control        1                               
## 3556  NA     NA Glutamate   Control        1                               
## 3557  NA     NA Glutamate   Control        1                               
## 3558  NA     NA Glutamate   Control        1                               
## 3559  NA     NA Glutamate   Control        1                               
## 3560  NA     NA Glutamate   Control        1                               
## 3561  NA     NA Glutamate   Control        1                               
## 3562  NA     NA Glutamate   Control        1                               
## 3563  NA     NA Glutamate   Control        1                               
## 3564  NA     NA Glutamate   Control        1                               
## 3565  NA     NA Glutamate   Control        1                               
## 3566  NA     NA Glutamate   Control        1                               
## 3567  NA     NA Glutamate   Control        1                               
## 3568  NA     NA Glutamate   Control        1                               
## 3569  NA     NA Glutamate   Control        1                               
## 3570  NA     NA Glutamate   Control        1                               
## 3571  NA     NA Glutamate   Control        1                               
## 3572  NA     NA Glutamate   Control        1                               
## 3573  NA     NA Glutamate   Control        1                               
## 3574  NA     NA Glutamate   Control        1                               
## 3575  NA     NA Glutamate   Control        1                               
## 3576  NA     NA Glutamate   Control        1                               
## 3577  NA     NA Glutamate   Control        1                               
## 3578  NA     NA Glutamate   Control        1                               
## 3579  NA     NA Glutamate   Control        1                               
## 3580  NA     NA Glutamate   Control        1                               
## 3581  NA     NA Glutamate   Control        1                               
## 3582  NA     NA Glutamate   Control        1                               
## 3583  NA     NA Glutamate   Control        1                               
## 3584  NA     NA Glutamate   Control        1                               
## 3585  NA     NA Glutamate   Control        1                               
## 3586  NA     NA Glutamate   Control        1                               
## 3587  NA     NA Glutamate   Control        1                               
## 3588  NA     NA Glutamate   Control        1                               
## 3589  NA     NA Glutamate   Control        1                               
## 3590  NA     NA Glutamate   Control        1                               
## 3591  NA     NA Glutamate   Control        1                               
## 3592  NA     NA Glutamate   Control        1                               
## 3593  NA     NA Glutamate   Control        1                               
## 3594  NA     NA Glutamate   Control        1                               
## 3595  NA     NA Glutamate   Control        1                               
## 3596  NA     NA Glutamate   Control        1                               
## 3597  NA     NA Glutamate   Control        1                               
## 3598  NA     NA Glutamate   Control        1                               
## 3599  NA     NA Glutamate   Control        1                               
## 3600  NA     NA Glutamate   Control        1                               
## 3601  NA     NA Glutamate   Control        1                               
## 3602  NA     NA Glutamate   Control        1                               
## 3603  NA     NA Glutamate   Control        1                               
## 3604  NA     NA Glutamate   Control        1                               
## 3605  NA     NA Glutamate   Control        1                               
## 3606  NA     NA Glutamate   Control        1                               
## 3607  NA     NA Glutamate   Control        1                               
## 3608  NA     NA Glutamate   Control        1                               
## 3609  NA     NA Glutamate   Control        1                               
## 3610  NA     NA Glutamate   Control        1                               
## 3611  NA     NA Glutamate   Control        1                               
## 3612  NA     NA Glutamate   Control        1                               
## 3613  NA     NA Glutamate   Control        1                               
## 3614  NA     NA Glutamate   Control        1                               
## 3615  NA     NA Glutamate   Control        1                               
## 3616  NA     NA Glutamate   Control        1                               
## 3617  NA     NA Glutamate   Control        1                               
## 3618  NA     NA Glutamate   Control        1                               
## 3619  NA     NA Glutamate   Control        1                               
## 3620  NA     NA Glutamate   Control        1                               
## 3621  NA     NA Glutamate   Control        1                               
## 3622  NA     NA Glutamate   Control        1                               
## 3623  NA     NA Glutamate   Control        1                               
## 3624  NA     NA Glutamate   Control        1                               
## 3625  NA     NA Glutamate   Control        1                               
## 3626  NA     NA Glutamate   Control        1                               
## 3627  NA     NA Glutamate   Control        1                               
## 3628  NA     NA Glutamate   Control        1                               
## 3629  NA     NA Glutamate   Control        1                               
## 3630  NA     NA Glutamate   Control        1                               
## 3631  NA     NA Glutamate   Control        1                               
## 3632  NA     NA Glutamate   Control        1                               
## 3633  NA     NA Glutamate   Control        1                               
## 3634  NA     NA Glutamate   Control        1                               
## 3635  NA     NA Glutamate   Control        1                               
## 3636  NA     NA Glutamate   Control        1                               
## 3637  NA     NA Glutamate   Control        1                               
## 3638  NA     NA Glutamate   Control        1                               
## 3639  NA     NA Glutamate   Control        1                               
## 3640  NA     NA Glutamate   Control        1                               
## 3641  NA     NA Glutamate   Control        1                               
## 3642  NA     NA Glutamate   Control        1                               
## 3643  NA     NA Glutamate   Control        1                               
## 3644  NA     NA Glutamate   Control        1                               
## 3645  NA     NA Glutamate   Control        1                               
## 3646  NA     NA Glutamate   Control        1                               
## 3647  NA     NA Glutamate   Control        1                               
## 3648  NA     NA Glutamate   Control        1                               
## 3649  NA     NA Glutamate   Control        1                               
## 3650  NA     NA Glutamate   Control        1                               
## 3651  NA     NA Glutamate   Control        1                               
## 3652  NA     NA Glutamate   Control        1                               
## 3653  NA     NA Glutamate   Control        1                               
## 3654  NA     NA Glutamate   Control        1                               
## 3655  NA     NA Glutamate   Control        1                               
## 3656  NA     NA Glutamate   Control        1                               
## 3657  NA     NA Glutamate   Control        1                               
## 3658  NA     NA Glutamate   Control        1                               
## 3659  NA     NA Glutamate   Control        1                               
## 3660  NA     NA Glutamate   Control        1                               
## 3661  NA     NA Glutamate   Control        1                               
## 3662  NA     NA Glutamate   Control        1                               
## 3663  NA     NA Glutamate   Control        1                               
## 3664  NA     NA Glutamate   Control        1                               
## 3665  NA     NA Glutamate   Control        1                               
## 3666  NA     NA Glutamate   Control        1                               
## 3667  NA     NA Glutamate   Control        1                               
## 3668  NA     NA Glutamate   Control        1                               
## 3669  NA     NA Glutamate   Control        1                               
## 3670  NA     NA Glutamate   Control        1                               
## 3671  NA     NA Glutamate   Control        1                               
## 3672  NA     NA Glutamate   Control        1                               
## 3673  NA     NA Glutamate   Control        1                               
## 3674  NA     NA Glutamate   Control        1                               
## 3675  NA     NA Glutamate   Control        1                               
## 3676  NA     NA Glutamate   Control        1                               
## 3677  NA     NA Glutamate   Control        1                               
## 3678  NA     NA Glutamate   Control        1                               
## 3679  NA     NA Glutamate   Control        1                               
## 3680  NA     NA Glutamate   Control        1                               
## 3681  NA     NA Glutamate   Control        1                               
## 3682  NA     NA Glutamate   Control        1                               
## 3683  NA     NA Glutamate   Control        1                               
## 3684  NA     NA Glutamate   Control        1                               
## 3685  NA     NA Glutamate   Control        1                               
## 3686  NA     NA Glutamate   Control        1                               
## 3687  NA     NA Glutamate   Control        1                               
## 3688  NA     NA Glutamate   Control        1                               
## 3689  NA     NA Glutamate   Control        1                               
## 3690  NA     NA Glutamate   Control        1                               
## 3691  NA     NA Glutamate   Control        1                               
## 3692  NA     NA Glutamate   Control        1                               
## 3693  NA     NA Glutamate   Control        1                               
## 3694  NA     NA Glutamate   Control        1                               
## 3695  NA     NA Glutamate   Control        1                               
## 3696  NA     NA Glutamate   Control        1                               
## 3697  NA     NA Glutamate   Control        1                               
## 3698  NA     NA Glutamate   Control        1                               
## 3699  NA     NA Glutamate   Control        1                               
## 3700  NA     NA Glutamate   Control        1                               
## 3701  NA     NA Glutamate   Control        1                               
## 3702  NA     NA Glutamate   Control        1                               
## 3703  NA     NA Glutamate   Control        1                               
## 3704  NA     NA Glutamate   Control        1                               
## 3705  NA     NA Glutamate   Control        1                               
## 3706  NA     NA Glutamate   Control        1                               
## 3707  NA     NA Glutamate   Control        1                               
## 3708  NA     NA Glutamate   Control        1                               
## 3709  NA     NA Glutamate   Control        1                               
## 3710  NA     NA Glutamate   Control        1                               
## 3711  NA     NA Glutamate   Control        1                               
## 3712  NA     NA Glutamate   Control        1                               
## 3713  NA     NA Glutamate   Control        1                               
## 3714  NA     NA Glutamate   Control        1                               
## 3715  NA     NA Glutamate   Control        1                               
## 3716  NA     NA Glutamate   Control        1                               
## 3717  NA     NA Glutamate   Control        1                               
## 3718  NA     NA Glutamate   Control        1                               
## 3719  NA     NA Glutamate   Control        1                               
## 3720  NA     NA Glutamate   Control        1                               
## 3721  NA     NA Glutamate   Control        1                               
## 3722  NA     NA Glutamate   Control        1                               
## 3723  NA     NA Glutamate   Control        1                               
## 3724  NA     NA Glutamate   Control        1                               
## 3725  NA     NA Glutamate   Control        1                               
## 3726  NA     NA Glutamate   Control        1                               
## 3727  NA     NA Glutamate   Control        1                               
## 3728  NA     NA Glutamate   Control        1                               
## 3729  NA     NA Glutamate   Control        1                               
## 3730  NA     NA Glutamate   Control        1                               
## 3731  NA     NA Glutamate   Control        1                               
## 3732  NA     NA Glutamate   Control        1                               
## 3733  NA     NA Glutamate   Control        1                               
## 3734  NA     NA Glutamate   Control        1                               
## 3735  NA     NA Glutamate   Control        1                               
## 3736  NA     NA Glutamate   Control        1                               
## 3737  NA     NA Glutamate   Control        1                               
## 3738  NA     NA Glutamate   Control        1                               
## 3739  NA     NA Glutamate   Control        1                               
## 3740  NA     NA Glutamate   Control        1                               
## 3741  NA     NA Glutamate   Control        1                               
## 3742  NA     NA Glutamate   Control        1                               
## 3743  NA     NA Glutamate   Control        1                               
## 3744  NA     NA Glutamate   Control        1                               
## 3745  NA     NA Glutamate   Control        1                               
## 3746  NA     NA Glutamate   Control        1                               
## 3747  NA     NA Glutamate   Control        1                               
## 3748  NA     NA Glutamate   Control        1                               
## 3749  NA     NA Glutamate   Control        1                               
## 3750  NA     NA Glutamate   Control        1                               
## 3751  NA     NA Glutamate   Control        1                               
## 3752  NA     NA Glutamate   Control        1                               
## 3753  NA     NA Glutamate   Control        1                               
## 3754  NA     NA Glutamate   Control        1                               
## 3755  NA     NA Glutamate   Control        1                               
## 3756  NA     NA Glutamate   Control        1                               
## 3757  NA     NA Glutamate   Control        1                               
## 3758  NA     NA Glutamate   Control        1                               
## 3759  NA     NA Glutamate   Control        1                               
## 3760  NA     NA Glutamate   Control        1                               
## 3761  NA     NA Glutamate   Control        1                               
## 3762  NA     NA Glutamate   Control        1                               
## 3763  NA     NA Glutamate   Control        1                               
## 3764  NA     NA Glutamate   Control        1                               
## 3765  NA     NA Glutamate   Control        1                               
## 3766  NA     NA Glutamate   Control        1                               
## 3767  NA     NA Glutamate   Control        1                               
## 3768  NA     NA Glutamate   Control        1                               
## 3769  NA     NA Glutamate   Control        1                               
## 3770  NA     NA Glutamate   Control        1                               
## 3771  NA     NA Glutamate   Control        1                               
## 3772  NA     NA Glutamate   Control        1                               
## 3773  NA     NA Glutamate   Control        1                               
## 3774  NA     NA Glutamate   Control        1                               
## 3775  NA     NA Glutamate   Control        1                               
## 3776  NA     NA Glutamate   Control        1                               
## 3777  NA     NA Glutamate   Control        1                               
## 3778  NA     NA Glutamate   Control        1                               
## 3779  NA     NA Glutamate   Control        1                               
## 3780  NA     NA Glutamate   Control        1                               
## 3781  NA     NA Glutamate   Control        1                               
## 3782  NA     NA Glutamate   Control        1                               
## 3783  NA     NA Glutamate   Control        1                               
## 3784  NA     NA Glutamate   Control        1                               
## 3785  NA     NA Glutamate   Control        1                               
## 3786  NA     NA Glutamate   Control        1                               
## 3787  NA     NA Glutamate   Control        1                               
## 3788  NA     NA Glutamate   Control        1                               
## 3789  NA     NA Glutamate   Control        1                               
## 3790  NA     NA Glutamate   Control        1                               
## 3791  NA     NA Glutamate   Control        1                               
## 3792  NA     NA Glutamate   Control        1                               
## 3793  NA     NA Glutamate   Control        1                               
## 3794  NA     NA Glutamate   Control        1                               
## 3795  NA     NA Glutamate   Control        1                               
## 3796  NA     NA Glutamate   Control        1                               
## 3797  NA     NA Glutamate   Control        1                               
## 3798  NA     NA Glutamate   Control        1                               
## 3799  NA     NA Glutamate   Control        1                               
## 3800  NA     NA Glutamate   Control        1                               
## 3801  NA     NA Glutamate   Control        1                               
## 3802  NA     NA Glutamate   Control        1                               
## 3803  NA     NA Glutamate   Control        1                               
## 3804  NA     NA Glutamate   Control        1                               
## 3805  NA     NA Glutamate   Control        1                               
## 3806  NA     NA Glutamate   Control        1                               
## 3807  NA     NA Glutamate   Control        1                               
## 3808  NA     NA Glutamate   Control        1                               
## 3809  NA     NA Glutamate   Control        1                               
## 3810  NA     NA Glutamate   Control        1                               
## 3811  NA     NA Glutamate   Control        1                               
## 3812  NA     NA Glutamate   Control        1                               
## 3813  NA     NA Glutamate   Control        1                               
## 3814  NA     NA Glutamate   Control        1                               
## 3815  NA     NA Glutamate   Control        1                               
## 3816  NA     NA Glutamate   Control        1                               
## 3817  NA     NA Glutamate   Control        1                               
## 3818  NA     NA Glutamate   Control        1                               
## 3819  NA     NA Glutamate   Control        1                               
## 3820  NA     NA Glutamate   Control        1                               
## 3821  NA     NA Glutamate   Control        1                               
## 3822  NA     NA Glutamate   Control        1                               
## 3823  NA     NA Glutamate   Control        1                               
## 3824  NA     NA Glutamate   Control        1                               
## 3825  NA     NA Glutamate   Control        1                               
## 3826  NA     NA Glutamate   Control        1                               
## 3827  NA     NA Glutamate   Control        1                               
## 3828  NA     NA Glutamate   Control        1                               
## 3829  NA     NA Glutamate   Control        1                               
## 3830  NA     NA Glutamate   Control        1                               
## 3831  NA     NA Glutamate   Control        1                               
## 3832  NA     NA Glutamate   Control        1                               
## 3833  NA     NA Glutamate   Control        1                               
## 3834  NA     NA Glutamate   Control        1                               
## 3835  NA     NA Glutamate   Control        1                               
## 3836  NA     NA Glutamate   Control        1                               
## 3837  NA     NA Glutamate   Control        1                               
## 3838  NA     NA Glutamate   Control        1                               
## 3839  NA     NA Glutamate   Control        1                               
## 3840  NA     NA Glutamate   Control        1                               
## 3841  NA     NA Glutamate   Control        1                               
## 3842  NA     NA Glutamate   Control        1                               
## 3843  NA     NA Glutamate   Control        1                               
## 3844  NA     NA Glutamate   Control        1                               
## 3845  NA     NA Glutamate   Control        1                               
## 3846  NA     NA Glutamate   Control        1                               
## 3847  NA     NA Glutamate   Control        1                               
## 3848  NA     NA Glutamate   Control        1                               
## 3849  NA     NA Glutamate   Control        1                               
## 3850  NA     NA Glutamate   Control        1                               
## 3851  NA     NA Glutamate   Control        1                               
## 3852  NA     NA Glutamate   Control        1                               
## 3853  NA     NA Glutamate   Control        1                               
## 3854  NA     NA Glutamate   Control        1                               
## 3855  NA     NA Glutamate   Control        1                               
## 3856  NA     NA Glutamate   Control        1                               
## 3857  NA     NA Glutamate   Control        1                               
## 3858  NA     NA Glutamate   Control        1                               
## 3859  NA     NA Glutamate   Control        1                               
## 3860  NA     NA Glutamate   Control        1                               
## 3861  NA     NA Glutamate   Control        1                               
## 3862  NA     NA Glutamate   Control        1                               
## 3863  NA     NA Glutamate   Control        1                               
## 3864  NA     NA Glutamate   Control        1                               
## 3865  NA     NA Glutamate   Control        1                               
## 3866  NA     NA Glutamate   Control        1                               
## 3867  NA     NA Glutamate   Control        1                               
## 3868  NA     NA Glutamate   Control        1                               
## 3869  NA     NA Glutamate   Control        1                               
## 3870  NA     NA Glutamate   Control        1                               
## 3871  NA     NA Glutamate   Control        1                               
## 3872  NA     NA Glutamate   Control        1                               
## 3873  NA     NA Glutamate   Control        1                               
## 3874  NA     NA Glutamate   Control        1                               
## 3875  NA     NA Glutamate   Control        1                               
## 3876  NA     NA Glutamate   Control        1                               
## 3877  NA     NA Glutamate   Control        1                               
## 3878  NA     NA Glutamate   Control        1                               
## 3879  NA     NA Glutamate   Control        1                               
## 3880  NA     NA Glutamate   Control        1                               
## 3881  NA     NA Glutamate   Control        1                               
## 3882  NA     NA Glutamate   Control        1                               
## 3883  NA     NA Glutamate   Control        1                               
## 3884  NA     NA Glutamate   Control        1                               
## 3885  NA     NA Glutamate   Control        1                               
## 3886  NA     NA Glutamate   Control        1                               
## 3887  NA     NA Glutamate   Control        1                               
## 3888  NA     NA Glutamate   Control        1                               
## 3889  NA     NA Glutamate   Control        1                               
## 3890  NA     NA Glutamate   Control        1                               
## 3891  NA     NA Glutamate   Control        1                               
## 3892  NA     NA Glutamate   Control        1                               
## 3893  NA     NA Glutamate   Control        1                               
## 3894  NA     NA Glutamate   Control        1                               
## 3895  NA     NA Glutamate   Control        1                               
## 3896  NA     NA Glutamate   Control        1                               
## 3897  NA     NA Glutamate   Control        1                               
## 3898  NA     NA Glutamate   Control        1                               
## 3899  NA     NA Glutamate   Control        1                               
## 3900  NA     NA Glutamate   Control        1                               
## 3901  NA     NA Glutamate   Control        1                               
## 3902  NA     NA Glutamate   Control        1                               
## 3903  NA     NA Glutamate   Control        1                               
## 3904  NA     NA Glutamate   Control        1                               
## 3905  NA     NA Glutamate   Control        1                               
## 3906  NA     NA Glutamate   Control        1                               
## 3907  NA     NA Glutamate   Control        1                               
## 3908  NA     NA Glutamate   Control        1                               
## 3909  NA     NA Glutamate   Control        1                               
## 3910  NA     NA Glutamate   Control        1                               
## 3911  NA     NA Glutamate   Control        1                               
## 3912  NA     NA Glutamate   Control        1                               
## 3913  NA     NA Glutamate   Control        1                               
## 3914  NA     NA Glutamate   Control        1                               
## 3915  NA     NA Glutamate   Control        1                               
## 3916  NA     NA Glutamate   Control        1                               
## 3917  NA     NA Glutamate   Control        1                               
## 3918  NA     NA Glutamate   Control        1                               
## 3919  NA     NA Glutamate   Control        1                               
## 3920  NA     NA Glutamate   Control        1                               
## 3921  NA     NA Glutamate   Control        1                               
## 3922  NA     NA Glutamate   Control        1                               
## 3923  NA     NA Glutamate   Control        1                               
## 3924  NA     NA Glutamate   Control        1                               
## 3925  NA     NA Glutamate   Control        1                               
## 3926  NA     NA Glutamate   Control        1                               
## 3927  NA     NA Glutamate   Control        1                               
## 3928  NA     NA Glutamate   Control        1                               
## 3929  NA     NA Glutamate   Control        1                               
## 3930  NA     NA Glutamate   Control        1                               
## 3931  NA     NA Glutamate   Control        1                               
## 3932  NA     NA Glutamate   Control        1                               
## 3933  NA     NA Glutamate   Control        1                               
## 3934  NA     NA Glutamate   Control        1                               
## 3935  NA     NA Glutamate   Control        1                               
## 3936  NA     NA Glutamate   Control        1                               
## 3937  NA     NA Glutamate   Control        1                               
## 3938  NA     NA Glutamate   Control        1                               
## 3939  NA     NA Glutamate   Control        1                               
## 3940  NA     NA Glutamate   Control        1                               
## 3941  NA     NA Glutamate   Control        1                               
## 3942  NA     NA Glutamate   Control        1                               
## 3943  NA     NA Glutamate   Control        1                               
## 3944  NA     NA Glutamate   Control        1                               
## 3945  NA     NA Glutamate   Control        1                               
## 3946  NA     NA Glutamate   Control        1                               
## 3947  NA     NA Glutamate   Control        1                               
## 3948  NA     NA Glutamate   Control        1                               
## 3949  NA     NA Glutamate   Control        1                               
## 3950  NA     NA Glutamate   Control        1                               
## 3951  NA     NA Glutamate   Control        1                               
## 3952  NA     NA Glutamate   Control        1                               
## 3953  NA     NA Glutamate   Control        1                               
## 3954  NA     NA Glutamate   Control        1                               
## 3955  NA     NA Glutamate   Control        1                               
## 3956  NA     NA Glutamate   Control        1                               
## 3957  NA     NA Glutamate   Control        1                               
## 3958  NA     NA Glutamate   Control        1                               
## 3959  NA     NA Glutamate   Control        1                               
## 3960  NA     NA Glutamate   Control        1                               
## 3961  NA     NA Glutamate   Control        1                               
## 3962  NA     NA Glutamate   Control        1                               
## 3963  NA     NA Glutamate   Control        1                               
## 3964  NA     NA Glutamate   Control        1                               
## 3965  NA     NA Glutamate   Control        1                               
## 3966  NA     NA Glutamate   Control        1                               
## 3967  NA     NA Glutamate   Control        1                               
## 3968  NA     NA Glutamate   Control        1                               
## 3969  NA     NA Glutamate   Control        1                               
## 3970  NA     NA Glutamate   Control        1                               
## 3971  NA     NA Glutamate   Control        1                               
## 3972  NA     NA Glutamate   Control        1                               
## 3973  NA     NA Glutamate   Control        1                               
## 3974  NA     NA Glutamate   Control        1                               
## 3975  NA     NA Glutamate   Control        1                               
## 3976  NA     NA Glutamate   Control        1                               
## 3977  NA     NA Glutamate   Control        1                               
## 3978  NA     NA Glutamate   Control        1                               
## 3979  NA     NA Glutamate   Control        1                               
## 3980  NA     NA Glutamate   Control        1                               
## 3981  NA     NA Glutamate   Control        1                               
## 3982  NA     NA Glutamate   Control        1                               
## 3983  NA     NA Glutamate   Control        1                               
## 3984  NA     NA Glutamate   Control        1                               
## 3985  NA     NA Glutamate   Control        1                               
## 3986  NA     NA Glutamate   Control        1                               
## 3987  NA     NA Glutamate   Control        1                               
## 3988  NA     NA Glutamate   Control        1                               
## 3989  NA     NA Glutamate   Control        1                               
## 3990  NA     NA Glutamate   Control        1                               
## 3991  NA     NA Glutamate   Control        1                               
## 3992  NA     NA Glutamate   Control        1                               
## 3993  NA     NA Glutamate   Control        1                               
## 3994  NA     NA Glutamate   Control        1                               
## 3995  NA     NA Glutamate   Control        1                               
## 3996  NA     NA Glutamate   Control        1                               
## 3997  NA     NA Glutamate   Control        1                               
## 3998  NA     NA Glutamate   Control        1                               
## 3999  NA     NA Glutamate   Control        1                               
## 4000  NA     NA Glutamate   Control        1                               
## 4001  NA     NA Glutamate   Control        1                               
## 4002  NA     NA Glutamate   Control        1                               
## 4003  NA     NA Glutamate   Control        1                               
## 4004  NA     NA Glutamate   Control        1                               
## 4005  NA     NA Glutamate   Control        1                               
## 4006  NA     NA Glutamate   Control        1                               
## 4007  NA     NA Glutamate   Control        1                               
## 4008  NA     NA Glutamate   Control        1                               
## 4009  NA     NA Glutamate   Control        1                               
## 4010  NA     NA Glutamate   Control        1                               
## 4011  NA     NA Glutamate   Control        1                               
## 4012  NA     NA Glutamate   Control        1                               
## 4013  NA     NA Glutamate   Control        1                               
## 4014  NA     NA Glutamate   Control        1                               
## 4015  NA     NA Glutamate   Control        1                               
## 4016  NA     NA Glutamate   Control        1                               
## 4017  NA     NA Glutamate   Control        1                               
## 4018  NA     NA Glutamate   Control        1                               
## 4019  NA     NA Glutamate   Control        1                               
## 4020  NA     NA Glutamate   Control        1                               
## 4021  NA     NA Glutamate   Control        1                               
## 4022  NA     NA Glutamate   Control        1                               
## 4023  NA     NA Glutamate   Control        1                               
## 4024  NA     NA Glutamate   Control        1                               
## 4025  NA     NA Glutamate   Control        1                               
## 4026  NA     NA Glutamate   Control        1                               
## 4027  NA     NA Glutamate   Control        1                               
## 4028  NA     NA Glutamate   Control        1                               
## 4029  NA     NA Glutamate   Control        1                               
## 4030  NA     NA Glutamate   Control        1                               
## 4031  NA     NA Glutamate   Control        1                               
## 4032  NA     NA Glutamate   Control        1                               
## 4033  NA     NA Glutamate   Control        1                               
## 4034  NA     NA Glutamate   Control        1                               
## 4035  NA     NA Glutamate   Control        1                               
## 4036  NA     NA Glutamate   Control        1                               
## 4037  NA     NA Glutamate   Control        1                               
## 4038  NA     NA Glutamate   Control        1                               
## 4039  NA     NA Glutamate   Control        1                               
## 4040  NA     NA Glutamate   Control        1                               
## 4041  NA     NA Glutamate   Control        1                               
## 4042  NA     NA Glutamate   Control        1                               
## 4043  NA     NA Glutamate   Control        1                               
## 4044  NA     NA Glutamate   Control        1                               
## 4045  NA     NA Glutamate   Control        1                               
## 4046  NA     NA Glutamate   Control        1                               
## 4047  NA     NA Glutamate   Control        1                               
## 4048  NA     NA Glutamate   Control        1                               
## 4049  NA     NA Glutamate   Control        1                               
## 4050  NA     NA Glutamate   Control        1                               
## 4051  NA     NA Glutamate   Control        1                               
## 4052  NA     NA Glutamate   Control        1                               
## 4053  NA     NA Glutamate   Control        1                               
## 4054  NA     NA Glutamate   Control        1                               
## 4055  NA     NA Glutamate   Control        1                               
## 4056  NA     NA Glutamate   Control        1                               
## 4057  NA     NA Glutamate   Control        1                               
## 4058  NA     NA Glutamate   Control        1                               
## 4059  NA     NA Glutamate   Control        1                               
## 4060  NA     NA Glutamate   Control        1                               
## 4061  NA     NA Glutamate   Control        1                               
## 4062  NA     NA Glutamate   Control        1                               
## 4063  NA     NA Glutamate   Control        1                               
## 4064  NA     NA Glutamate   Control        1                               
## 4065  NA     NA Glutamate   Control        1                               
## 4066  NA     NA Glutamate   Control        1                               
## 4067  NA     NA Glutamate   Control        1                               
## 4068  NA     NA Glutamate   Control        1                               
## 4069  NA     NA Glutamate   Control        1                               
## 4070  NA     NA Glutamate   Control        1                               
## 4071  NA     NA Glutamate   Control        1                               
## 4072  NA     NA Glutamate   Control        1                               
## 4073  NA     NA Glutamate   Control        1                               
## 4074  NA     NA Glutamate   Control        1                               
## 4075  NA     NA Glutamate   Control        1                               
## 4076  NA     NA Glutamate   Control        1                               
## 4077  NA     NA Glutamate   Control        1                               
## 4078  NA     NA Glutamate   Control        1                               
## 4079  NA     NA Glutamate   Control        1                               
## 4080  NA     NA Glutamate   Control        1                               
## 4081  NA     NA Glutamate   Control        1                               
## 4082  NA     NA Glutamate   Control        1                               
## 4083  NA     NA Glutamate   Control        1                               
## 4084  NA     NA Glutamate   Control        1                               
## 4085  NA     NA Glutamate   Control        1                               
## 4086  NA     NA Glutamate   Control        1                               
## 4087  NA     NA Glutamate   Control        1                               
## 4088  NA     NA Glutamate   Control        1                               
## 4089  NA     NA Glutamate   Control        1                               
## 4090  NA     NA Glutamate   Control        1                               
## 4091  NA     NA Glutamate   Control        1                               
## 4092  NA     NA Glutamate   Control        1                               
## 4093  NA     NA Glutamate   Control        1                               
## 4094  NA     NA Glutamate   Control        1                               
## 4095  NA     NA Glutamate   Control        1                               
## 4096  NA     NA Glutamate   Control        1                               
## 4097  NA     NA Glutamate   Control        1                               
## 4098  NA     NA Glutamate   Control        1                               
## 4099  NA     NA Glutamate   Control        1                               
## 4100  NA     NA Glutamate   Control        1                               
## 4101  NA     NA Glutamate   Control        1                               
## 4102  NA     NA Glutamate   Control        1                               
## 4103  NA     NA Glutamate   Control        1                               
## 4104  NA     NA Glutamate   Control        1                               
## 4105  NA     NA Glutamate   Control        1                               
## 4106  NA     NA Glutamate   Control        1                               
## 4107  NA     NA Glutamate   Control        1                               
## 4108  NA     NA Glutamate   Control        1                               
## 4109  NA     NA Glutamate   Control        1                               
## 4110  NA     NA Glutamate   Control        1                               
## 4111  NA     NA Glutamate   Control        1                               
## 4112  NA     NA Glutamate   Control        1                               
## 4113  NA     NA Glutamate   Control        1                               
## 4114  NA     NA Glutamate   Control        1                               
## 4115  NA     NA Glutamate   Control        1                               
## 4116  NA     NA Glutamate   Control        1                               
## 4117  NA     NA Glutamate   Control        1                               
## 4118  NA     NA Glutamate   Control        1                               
## 4119  NA     NA Glutamate   Control        1                               
## 4120  NA     NA Glutamate   Control        1                               
## 4121  NA     NA Glutamate   Control        1                               
## 4122  NA     NA Glutamate   Control        1                               
## 4123  NA     NA Glutamate   Control        1                               
## 4124  NA     NA Glutamate   Control        1                               
## 4125  NA     NA Glutamate   Control        1                               
## 4126  NA     NA Glutamate   Control        1                               
## 4127  NA     NA Glutamate   Control        1                               
## 4128  NA     NA Glutamate   Control        1                               
## 4129  NA     NA Glutamate   Control        1                               
## 4130  NA     NA Glutamate   Control        1                               
## 4131  NA     NA Glutamate   Control        1                               
## 4132  NA     NA Glutamate   Control        1                               
## 4133  NA     NA Glutamate   Control        1                               
## 4134  NA     NA Glutamate   Control        1                               
## 4135  NA     NA Glutamate   Control        1                               
## 4136  NA     NA Glutamate   Control        1                               
## 4137  NA     NA Glutamate   Control        1                               
## 4138  NA     NA Glutamate   Control        1                               
## 4139  NA     NA Glutamate   Control        1                               
## 4140  NA     NA Glutamate   Control        1                               
## 4141  NA     NA Glutamate   Control        1                               
## 4142  NA     NA Glutamate   Control        1                               
## 4143  NA     NA Glutamate   Control        1                               
## 4144  NA     NA Glutamate   Control        1                               
## 4145  NA     NA Glutamate   Control        1                               
## 4146  NA     NA Glutamate   Control        1                               
## 4147  NA     NA Glutamate   Control        1                               
## 4148  NA     NA Glutamate   Control        1                               
## 4149  NA     NA Glutamate   Control        1                               
## 4150  NA     NA Glutamate   Control        1                               
## 4151  NA     NA Glutamate   Control        1                               
## 4152  NA     NA Glutamate   Control        1                               
## 4153  NA     NA Glutamate   Control        1                               
## 4154  NA     NA Glutamate   Control        1                               
## 4155  NA     NA Glutamate   Control        1                               
## 4156  NA     NA Glutamate   Control        1                               
## 4157  NA     NA Glutamate   Control        1                               
## 4158  NA     NA Glutamate   Control        1                               
## 4159  NA     NA Glutamate   Control        1                               
## 4160  NA     NA Glutamate   Control        1                               
## 4161  NA     NA Glutamate   Control        1                               
## 4162  NA     NA Glutamate   Control        1                               
## 4163  NA     NA Glutamate   Control        1                               
## 4164  NA     NA Glutamate   Control        1                               
## 4165  NA     NA Glutamate   Control        1                               
## 4166  NA     NA Glutamate   Control        1                               
## 4167  NA     NA Glutamate   Control        1                               
## 4168  NA     NA Glutamate   Control        1                               
## 4169  NA     NA Glutamate   Control        1                               
## 4170  NA     NA Glutamate   Control        1                               
## 4171  NA     NA Glutamate   Control        1                               
## 4172  NA     NA Glutamate   Control        1                               
## 4173  NA     NA Glutamate   Control        1                               
## 4174  NA     NA Glutamate   Control        1                               
## 4175  NA     NA Glutamate   Control        1                               
## 4176  NA     NA Glutamate   Control        1                               
## 4177  NA     NA Glutamate   Control        1                               
## 4178  NA     NA Glutamate   Control        1                               
## 4179  NA     NA Glutamate   Control        1                               
## 4180  NA     NA Glutamate   Control        1                               
## 4181  NA     NA Glutamate   Control        1                               
## 4182  NA     NA Glutamate   Control        1                               
## 4183  NA     NA Glutamate   Control        1                               
## 4184  NA     NA Glutamate   Control        1                               
## 4185  NA     NA Glutamate   Control        1                               
## 4186  NA     NA Glutamate   Control        1                               
## 4187  NA     NA Glutamate   Control        1                               
## 4188  NA     NA Glutamate   Control        1                               
## 4189  NA     NA Glutamate   Control        1                               
## 4190  NA     NA Glutamate   Control        1                               
## 4191  NA     NA Glutamate   Control        1                               
## 4192  NA     NA Glutamate   Control        1                               
## 4193  NA     NA Glutamate   Control        1                               
## 4194  NA     NA Glutamate   Control        1                               
## 4195  NA     NA Glutamate   Control        1                               
## 4196  NA     NA Glutamate   Control        1                               
## 4197  NA     NA Glutamate   Control        1                               
## 4198  NA     NA Glutamate   Control        1                               
## 4199  NA     NA Glutamate   Control        1                               
## 4200  NA     NA Glutamate   Control        1                               
## 4201  NA     NA Glutamate   Control        1                               
## 4202  NA     NA Glutamate   Control        1                               
## 4203  NA     NA Glutamate   Control        1                               
## 4204  NA     NA Glutamate   Control        1                               
## 4205  NA     NA Glutamate   Control        1                               
## 4206  NA     NA Glutamate   Control        1                               
## 4207  NA     NA Glutamate   Control        1                               
## 4208  NA     NA Glutamate   Control        1                               
## 4209  NA     NA Glutamate   Control        1                               
## 4210  NA     NA Glutamate   Control        1                               
## 4211  NA     NA Glutamate   Control        1                               
## 4212  NA     NA Glutamate   Control        1                               
## 4213  NA     NA Glutamate   Control        1                               
## 4214  NA     NA Glutamate   Control        1                               
## 4215  NA     NA Glutamate   Control        1                               
## 4216  NA     NA Glutamate   Control        1                               
## 4217  NA     NA Glutamate   Control        1                               
## 4218  NA     NA Glutamate   Control        1                               
## 4219  NA     NA Glutamate   Control        1                               
## 4220  NA     NA Glutamate   Control        1                               
## 4221  NA     NA Glutamate   Control        1                               
## 4222  NA     NA Glutamate   Control        1                               
## 4223  NA     NA Glutamate   Control        1                               
## 4224  NA     NA Glutamate   Control        1                               
## 4225  NA     NA Glutamate   Control        1                               
## 4226  NA     NA Glutamate   Control        1                               
## 4227  NA     NA Glutamate   Control        1                               
## 4228  NA     NA Glutamate   Control        1                               
## 4229  NA     NA Glutamate   Control        1                               
## 4230  NA     NA Glutamate   Control        1                               
## 4231  NA     NA Glutamate   Control        1                               
## 4232  NA     NA Glutamate   Control        1                               
## 4233  NA     NA Glutamate   Control        1                               
## 4234  NA     NA Glutamate   Control        1                               
## 4235  NA     NA Glutamate   Control        1                               
## 4236  NA     NA Glutamate   Control        1                               
## 4237  NA     NA Glutamate   Control        1                               
## 4238  NA     NA Glutamate   Control        1                               
## 4239  NA     NA Glutamate   Control        1                               
## 4240  NA     NA Glutamate   Control        1                               
## 4241  NA     NA Glutamate   Control        1                               
## 4242  NA     NA Glutamate   Control        1                               
## 4243  NA     NA Glutamate   Control        1                               
## 4244  NA     NA Glutamate   Control        1                               
## 4245  NA     NA Glutamate   Control        1                               
## 4246  NA     NA Glutamate   Control        1                               
## 4247  NA     NA Glutamate   Control        1                               
## 4248  NA     NA Glutamate   Control        1                               
## 4249  NA     NA Glutamate   Control        1                               
## 4250  NA     NA Glutamate   Control        1                               
## 4251  NA     NA Glutamate   Control        1                               
## 4252  NA     NA Glutamate   Control        1                               
## 4253  NA     NA Glutamate   Control        1                               
## 4254  NA     NA Glutamate   Control        1                               
## 4255  NA     NA Glutamate   Control        1                               
## 4256  NA     NA Glutamate   Control        1                               
## 4257  NA     NA Glutamate   Control        1                               
## 4258  NA     NA Glutamate   Control        1                               
## 4259  NA     NA Glutamate   Control        1                               
## 4260  NA     NA Glutamate   Control        1                               
## 4261  NA     NA Glutamate   Control        1                               
## 4262  NA     NA Glutamate   Control        1                               
## 4263  NA     NA Glutamate   Control        1                               
## 4264  NA     NA Glutamate   Control        1                               
## 4265  NA     NA Glutamate   Control        1                               
## 4266  NA     NA Glutamate   Control        1                               
## 4267  NA     NA Glutamate   Control        1                               
## 4268  NA     NA Glutamate   Control        1                               
## 4269  NA     NA Glutamate   Control        1                               
## 4270  NA     NA Glutamate   Control        1                               
## 4271  NA     NA Glutamate   Control        1                               
## 4272  NA     NA Glutamate   Control        1                               
## 4273  NA     NA Glutamate   Control        1                               
## 4274  NA     NA Glutamate   Control        1                               
## 4275  NA     NA Glutamate   Control        1                               
## 4276  NA     NA Glutamate   Control        1                               
## 4277  NA     NA Glutamate   Control        1                               
## 4278  NA     NA Glutamate   Control        1                               
## 4279  NA     NA Glutamate   Control        1                               
## 4280  NA     NA Glutamate   Control        1                               
## 4281  NA     NA Glutamate   Control        1                               
## 4282  NA     NA Glutamate   Control        1                               
## 4283  NA     NA Glutamate   Control        1                               
## 4284  NA     NA Glutamate   Control        1                               
## 4285  NA     NA Glutamate   Control        1                               
## 4286  NA     NA Glutamate   Control        1                               
## 4287  NA     NA Glutamate   Control        1                               
## 4288  NA     NA Glutamate   Control        1                               
## 4289  NA     NA Glutamate   Control        1                               
## 4290  NA     NA Glutamate   Control        1                               
## 4291  NA     NA Glutamate   Control        1                               
## 4292  NA     NA Glutamate   Control        1                               
## 4293  NA     NA Glutamate   Control        1                               
## 4294  NA     NA Glutamate   Control        1                               
## 4295  NA     NA Glutamate   Control        1                               
## 4296  NA     NA Glutamate   Control        1                               
## 4297  NA     NA Glutamate   Control        1                               
## 4298  NA     NA Glutamate   Control        1                               
## 4299  NA     NA Glutamate   Control        1                               
## 4300  NA     NA Glutamate   Control        1                               
## 4301  NA     NA Glutamate   Control        1                               
## 4302  NA     NA Glutamate   Control        1                               
## 4303  NA     NA Glutamate   Control        1                               
## 4304  NA     NA Glutamate   Control        1                               
## 4305  NA     NA Glutamate   Control        1                               
## 4306  NA     NA Glutamate   Control        1                               
## 4307  NA     NA Glutamate   Control        1                               
## 4308  NA     NA Glutamate   Control        1                               
## 4309  NA     NA Glutamate   Control        1                               
## 4310  NA     NA Glutamate   Control        1                               
## 4311  NA     NA Glutamate   Control        1                               
## 4312  NA     NA Glutamate   Control        1                               
## 4313  NA     NA Glutamate   Control        1                               
## 4314  NA     NA Glutamate   Control        1                               
## 4315  NA     NA Glutamate   Control        1                               
## 4316  NA     NA Glutamate   Control        1                               
## 4317  NA     NA Glutamate   Control        1                               
## 4318  NA     NA Glutamate   Control        1                               
## 4319  NA     NA Glutamate   Control        1                               
## 4320  NA     NA Glutamate   Control        1                               
## 4321  NA     NA Glutamate   Control        1                               
## 4322  NA     NA Glutamate   Control        1                               
## 4323  NA     NA Glutamate   Control        1                               
## 4324  NA     NA Glutamate   Control        1                               
## 4325  NA     NA Glutamate   Control        1                               
## 4326  NA     NA Glutamate   Control        1                               
## 4327  NA     NA Glutamate   Control        1                               
## 4328  NA     NA Glutamate   Control        1                               
## 4329  NA     NA Glutamate   Control        1                               
## 4330  NA     NA Glutamate   Control        1                               
## 4331  NA     NA Glutamate   Control        1                               
## 4332  NA     NA Glutamate   Control        1                               
## 4333  NA     NA Glutamate   Control        1                               
## 4334  NA     NA Glutamate   Control        1                               
## 4335  NA     NA Glutamate   Control        1                               
## 4336  NA     NA Glutamate   Control        1                               
## 4337  NA     NA Glutamate   Control        1                               
## 4338  NA     NA Glutamate   Control        1                               
## 4339  NA     NA Glutamate   Control        1                               
## 4340  NA     NA Glutamate   Control        1                               
## 4341  NA     NA Glutamate   Control        1                               
## 4342  NA     NA Glutamate   Control        1                               
## 4343  NA     NA Glutamate   Control        1                               
## 4344  NA     NA Glutamate   Control        1                               
## 4345  NA     NA Glutamate   Control        1                               
## 4346  NA     NA Glutamate   Control        1                               
## 4347  NA     NA Glutamate   Control        1                               
## 4348  NA     NA Glutamate   Control        1                               
## 4349  NA     NA Glutamate   Control        1                               
## 4350  NA     NA Glutamate   Control        1                               
## 4351  NA     NA Glutamate   Control        1                               
## 4352  NA     NA Glutamate   Control        1                               
## 4353  NA     NA Glutamate   Control        1                               
## 4354  NA     NA Glutamate   Control        1                               
## 4355  NA     NA Glutamate   Control        1                               
## 4356  NA     NA Glutamate   Control        1                               
## 4357  NA     NA Glutamate   Control        1                               
## 4358  NA     NA Glutamate   Control        1                               
## 4359  NA     NA Glutamate   Control        1                               
## 4360  NA     NA Glutamate   Control        1                               
## 4361  NA     NA Glutamate   Control        1                               
## 4362  NA     NA Glutamate   Control        1                               
## 4363  NA     NA Glutamate   Control        1                               
## 4364  NA     NA Glutamate   Control        1                               
## 4365  NA     NA Glutamate   Control        1                               
## 4366  NA     NA Glutamate   Control        1                               
## 4367  NA     NA Glutamate   Control        1                               
## 4368  NA     NA Glutamate   Control        1                               
## 4369  NA     NA Glutamate   Control        1                               
## 4370  NA     NA Glutamate   Control        1                               
## 4371  NA     NA Glutamate   Control        1                               
## 4372  NA     NA Glutamate   Control        1                               
## 4373  NA     NA Glutamate   Control        1                               
## 4374  NA     NA Glutamate   Control        1                               
## 4375  NA     NA Glutamate   Control        1                               
## 4376  NA     NA Glutamate   Control        1                               
## 4377  NA     NA Glutamate   Control        1                               
## 4378  NA     NA Glutamate   Control        1                               
## 4379  NA     NA Glutamate   Control        1                               
## 4380  NA     NA Glutamate   Control        1                               
## 4381  NA     NA Glutamate   Control        1                               
## 4382  NA     NA Glutamate   Control        1                               
## 4383  NA     NA Glutamate   Control        1                               
## 4384  NA     NA Glutamate   Control        1                               
## 4385  NA     NA Glutamate   Control        1                               
## 4386  NA     NA Glutamate   Control        1                               
## 4387  NA     NA Glutamate   Control        1                               
## 4388  NA     NA Glutamate   Control        1                               
## 4389  NA     NA Glutamate   Control        1                               
## 4390  NA     NA Glutamate   Control        1                               
## 4391  NA     NA Glutamate   Control        1                               
## 4392  NA     NA Glutamate   Control        1                               
## 4393  NA     NA Glutamate   Control        1                               
## 4394  NA     NA Glutamate   Control        1                               
## 4395  NA     NA Glutamate   Control        1                               
## 4396  NA     NA Glutamate   Control        1                               
## 4397  NA     NA Glutamate   Control        1                               
## 4398  NA     NA Glutamate   Control        1                               
## 4399  NA     NA Glutamate   Control        1                               
## 4400  NA     NA Glutamate   Control        1                               
## 4401  NA     NA Glutamate   Control        1                               
## 4402  NA     NA Glutamate   Control        1                               
## 4403  NA     NA Glutamate   Control        1                               
## 4404  NA     NA Glutamate   Control        1                               
## 4405  NA     NA Glutamate   Control        1                               
## 4406  NA     NA Glutamate   Control        1                               
## 4407  NA     NA Glutamate   Control        1                               
## 4408  NA     NA Glutamate   Control        1                               
## 4409  NA     NA Glutamate   Control        1                               
## 4410  NA     NA Glutamate   Control        1                               
## 4411  NA     NA Glutamate   Control        1                               
## 4412  NA     NA Glutamate   Control        1                               
## 4413  NA     NA Glutamate   Control        1                               
## 4414  NA     NA Glutamate   Control        1                               
## 4415  NA     NA Glutamate   Control        1                               
## 4416  NA     NA Glutamate   Control        1                               
## 4417  NA     NA Glutamate   Control        1                               
## 4418  NA     NA Glutamate   Control        1                               
## 4419  NA     NA Glutamate   Control        1                               
## 4420  NA     NA Glutamate   Control        1                               
## 4421  NA     NA Glutamate   Control        1                               
## 4422  NA     NA Glutamate   Control        1                               
## 4423  NA     NA Glutamate   Control        1                               
## 4424  NA     NA Glutamate   Control        1                               
## 4425  NA     NA Glutamate   Control        1                               
## 4426  NA     NA Glutamate   Control        1                               
## 4427  NA     NA Glutamate   Control        1                               
## 4428  NA     NA Glutamate   Control        1                               
## 4429  NA     NA Glutamate   Control        1                               
## 4430  NA     NA Glutamate   Control        1                               
## 4431  NA     NA Glutamate   Control        1                               
## 4432  NA     NA Glutamate   Control        1                               
## 4433  NA     NA Glutamate   Control        1                               
## 4434  NA     NA Glutamate   Control        1                               
## 4435  NA     NA Glutamate   Control        1                               
## 4436  NA     NA Glutamate   Control        1                               
## 4437  NA     NA Glutamate   Control        1                               
## 4438  NA     NA Glutamate   Control        1                               
## 4439  NA     NA Glutamate   Control        1                               
## 4440  NA     NA Glutamate   Control        1                               
## 4441  NA     NA Glutamate   Control        1                               
## 4442  NA     NA Glutamate   Control        1                               
## 4443  NA     NA Glutamate   Control        1                               
## 4444  NA     NA Glutamate   Control        1                               
## 4445  NA     NA Glutamate   Control        1                               
## 4446  NA     NA Glutamate   Control        1                               
## 4447  NA     NA Glutamate   Control        1                               
## 4448  NA     NA Glutamate   Control        1                               
## 4449  NA     NA Glutamate   Control        1                               
## 4450  NA     NA Glutamate   Control        1                               
## 4451  NA     NA Glutamate   Control        1                               
## 4452  NA     NA Glutamate   Control        1                               
## 4453  NA     NA Glutamate   Control        1                               
## 4454  NA     NA Glutamate   Control        1                               
## 4455  NA     NA Glutamate   Control        1                               
## 4456  NA     NA Glutamate   Control        1                               
## 4457  NA     NA Glutamate   Control        1                               
## 4458  NA     NA Glutamate   Control        1                               
## 4459  NA     NA Glutamate   Control        1                               
## 4460  NA     NA Glutamate   Control        1                               
## 4461  NA     NA Glutamate   Control        1                               
## 4462  NA     NA Glutamate   Control        1                               
## 4463  NA     NA Glutamate   Control        1                               
## 4464  NA     NA Glutamate   Control        1                               
## 4465  NA     NA Glutamate   Control        1                               
## 4466  NA     NA Glutamate   Control        1                               
## 4467  NA     NA Glutamate   Control        1                               
## 4468  NA     NA Glutamate   Control        1                               
## 4469  NA     NA Glutamate   Control        1                               
## 4470  NA     NA Glutamate   Control        1                               
## 4471  NA     NA Glutamate   Control        1                               
## 4472  NA     NA Glutamate   Control        1                               
## 4473  NA     NA Glutamate   Control        1                               
## 4474  NA     NA Glutamate   Control        1                               
## 4475  NA     NA Glutamate   Control        1                               
## 4476  NA     NA Glutamate   Control        1                               
## 4477  NA     NA Glutamate   Control        1                               
## 4478  NA     NA Glutamate   Control        1                               
## 4479  NA     NA Glutamate   Control        1                               
## 4480  NA     NA Glutamate   Control        1                               
## 4481  NA     NA Glutamate   Control        1                               
## 4482  NA     NA Glutamate   Control        1                               
## 4483  NA     NA Glutamate   Control        1                               
## 4484  NA     NA Glutamate   Control        1                               
## 4485  NA     NA Glutamate   Control        1                               
## 4486  NA     NA Glutamate   Control        1                               
## 4487  NA     NA Glutamate   Control        1                               
## 4488  NA     NA Glutamate   Control        1                               
## 4489  NA     NA Glutamate   Control        1                               
## 4490  NA     NA Glutamate   Control        1                               
## 4491  NA     NA Glutamate   Control        1                               
## 4492  NA     NA Glutamate   Control        1                               
## 4493  NA     NA Glutamate   Control        1                               
## 4494  NA     NA Glutamate   Control        1                               
## 4495  NA     NA Glutamate   Control        1                               
## 4496  NA     NA Glutamate   Control        1                               
## 4497  NA     NA Glutamate   Control        1                               
## 4498  NA     NA Glutamate   Control        1                               
## 4499  NA     NA Glutamate   Control        1                               
## 4500  NA     NA Glutamate   Control        1                               
## 4501  NA     NA Glutamate   Control        1                               
## 4502  NA     NA Glutamate   Control        1                               
## 4503  NA     NA Glutamate   Control        1                               
## 4504  NA     NA Glutamate   Control        1                               
## 4505  NA     NA Glutamate   Control        1                               
## 4506  NA     NA Glutamate   Control        1                               
## 4507  NA     NA Glutamate   Control        1                               
## 4508  NA     NA Glutamate   Control        1                               
## 4509  NA     NA Glutamate   Control        1                               
## 4510  NA     NA Glutamate   Control        1                               
## 4511  NA     NA Glutamate   Control        1                               
## 4512  NA     NA Glutamate   Control        1                               
## 4513  NA     NA Glutamate   Control        1                               
## 4514  NA     NA Glutamate   Control        1                               
## 4515  NA     NA Glutamate   Control        1                               
## 4516  NA     NA Glutamate   Control        1                               
## 4517  NA     NA Glutamate   Control        1                               
## 4518  NA     NA Glutamate   Control        1                               
## 4519  NA     NA Glutamate   Control        1                               
## 4520  NA     NA Glutamate   Control        1                               
## 4521  NA     NA Glutamate   Control        1                               
## 4522  NA     NA Glutamate   Control        1                               
## 4523  NA     NA Glutamate   Control        1                               
## 4524  NA     NA Glutamate   Control        1                               
## 4525  NA     NA Glutamate   Control        1                               
## 4526  NA     NA Glutamate   Control        1                               
## 4527  NA     NA Glutamate   Control        1                               
## 4528  NA     NA Glutamate   Control        1                               
## 4529  NA     NA Glutamate   Control        1                               
## 4530  NA     NA Glutamate   Control        1                               
## 4531  NA     NA Glutamate   Control        1                               
## 4532  NA     NA Glutamate   Control        1                               
## 4533  NA     NA Glutamate   Control        1                               
## 4534  NA     NA Glutamate   Control        1                               
## 4535  NA     NA Glutamate   Control        1                               
## 4536  NA     NA Glutamate   Control        1                               
## 4537  NA     NA Glutamate   Control        1                               
## 4538  NA     NA Glutamate   Control        1                               
## 4539  NA     NA Glutamate   Control        1                               
## 4540  NA     NA Glutamate   Control        1                               
## 4541  NA     NA Glutamate   Control        1                               
## 4542  NA     NA Glutamate   Control        1                               
## 4543  NA     NA Glutamate   Control        1                               
## 4544  NA     NA Glutamate   Control        1                               
## 4545  NA     NA Glutamate   Control        1                               
## 4546  NA     NA Glutamate   Control        1                               
## 4547  NA     NA Glutamate   Control        1                               
## 4548  NA     NA Glutamate   Control        1                               
## 4549  NA     NA Glutamate   Control        1                               
## 4550  NA     NA Glutamate   Control        1                               
## 4551  NA     NA Glutamate   Control        1                               
## 4552  NA     NA Glutamate   Control        1                               
## 4553  NA     NA Glutamate   Control        1                               
## 4554  NA     NA Glutamate   Control        1                               
## 4555  NA     NA Glutamate   Control        1                               
## 4556  NA     NA Glutamate   Control        1                               
## 4557  NA     NA Glutamate   Control        1                               
## 4558  NA     NA Glutamate   Control        1                               
## 4559  NA     NA Glutamate   Control        1                               
## 4560  NA     NA Glutamate   Control        1                               
## 4561  NA     NA Glutamate   Control        1                               
## 4562  NA     NA Glutamate   Control        1                               
## 4563  NA     NA Glutamate   Control        1                               
## 4564  NA     NA Glutamate   Control        1                               
## 4565  NA     NA Glutamate   Control        1                               
## 4566  NA     NA Glutamate   Control        1                               
## 4567  NA     NA Glutamate   Control        1                               
## 4568  NA     NA Glutamate   Control        1                               
## 4569  NA     NA Glutamate   Control        1                               
## 4570  NA     NA Glutamate   Control        1                               
## 4571  NA     NA Glutamate   Control        1                               
## 4572  NA     NA Glutamate   Control        1                               
## 4573  NA     NA Glutamate   Control        1                               
## 4574  NA     NA Glutamate   Control        1                               
## 4575  NA     NA Glutamate   Control        1                               
## 4576  NA     NA Glutamate   Control        1                               
## 4577  NA     NA Glutamate   Control        1                               
## 4578  NA     NA Glutamate   Control        1                               
## 4579  NA     NA Glutamate   Control        1                               
## 4580  NA     NA Glutamate   Control        1                               
## 4581  NA     NA Glutamate   Control        1                               
## 4582  NA     NA Glutamate   Control        1                               
## 4583  NA     NA Glutamate   Control        1                               
## 4584  NA     NA Glutamate   Control        1                               
## 4585  NA     NA Glutamate   Control        1                               
## 4586  NA     NA Glutamate   Control        1                               
## 4587  NA     NA Glutamate   Control        1                               
## 4588  NA     NA Glutamate   Control        1                               
## 4589  NA     NA Glutamate   Control        1                               
## 4590  NA     NA Glutamate   Control        1                               
## 4591  NA     NA Glutamate   Control        1                               
## 4592  NA     NA Glutamate   Control        1                               
## 4593  NA     NA Glutamate   Control        1                               
## 4594  NA     NA Glutamate   Control        1                               
## 4595  NA     NA Glutamate   Control        1                               
## 4596  NA     NA Glutamate   Control        1                               
## 4597  NA     NA Glutamate   Control        1                               
## 4598  NA     NA Glutamate   Control        1                               
## 4599  NA     NA Glutamate   Control        1                               
## 4600  NA     NA Glutamate   Control        1                               
## 4601  NA     NA Glutamate   Control        1                               
## 4602  NA     NA Glutamate   Control        1                               
## 4603  NA     NA Glutamate   Control        1                               
## 4604  NA     NA Glutamate   Control        1                               
## 4605  NA     NA Glutamate   Control        1                               
## 4606  NA     NA Glutamate   Control        1                               
## 4607  NA     NA Glutamate   Control        1                               
## 4608  NA     NA Glutamate   Control        1                               
## 4609  NA     NA Glutamate   Control        1                               
## 4610  NA     NA Glutamate   Control        1                               
## 4611  NA     NA Glutamate   Control        1                               
## 4612  NA     NA Glutamate   Control        1                               
## 4613  NA     NA Glutamate   Control        1                               
## 4614  NA     NA Glutamate   Control        1                               
## 4615  NA     NA Glutamate   Control        1                               
## 4616  NA     NA Glutamate   Control        1                               
## 4617  NA     NA Glutamate   Control        1                               
## 4618  NA     NA Glutamate   Control        1                               
## 4619  NA     NA Glutamate   Control        1                               
## 4620  NA     NA Glutamate   Control        1                               
## 4621  NA     NA Glutamate   Control        1                               
## 4622  NA     NA Glutamate   Control        1                               
## 4623  NA     NA Glutamate   Control        1                               
## 4624  NA     NA Glutamate   Control        1                               
## 4625  NA     NA Glutamate   Control        1                               
## 4626  NA     NA Glutamate   Control        1                               
## 4627  NA     NA Glutamate   Control        1                               
## 4628  NA     NA Glutamate   Control        1                               
## 4629  NA     NA Glutamate   Control        1                               
## 4630  NA     NA Glutamate   Control        1                               
## 4631  NA     NA Glutamate   Control        1                               
## 4632  NA     NA Glutamate   Control        1                               
## 4633  NA     NA Glutamate   Control        1                               
## 4634  NA     NA Glutamate   Control        1                               
## 4635  NA     NA Glutamate   Control        1                               
## 4636  NA     NA Glutamate   Control        1                               
## 4637  NA     NA Glutamate   Control        1                               
## 4638  NA     NA Glutamate   Control        1                               
## 4639  NA     NA Glutamate   Control        1                               
## 4640  NA     NA Glutamate   Control        1                               
## 4641  NA     NA Glutamate   Control        1                               
## 4642  NA     NA Glutamate   Control        1                               
## 4643  NA     NA Glutamate   Control        1                               
## 4644  NA     NA Glutamate   Control        1                               
## 4645  NA     NA Glutamate   Control        1                               
## 4646  NA     NA Glutamate   Control        1                               
## 4647  NA     NA Glutamate   Control        1                               
## 4648  NA     NA Glutamate   Control        1                               
## 4649  NA     NA Glutamate   Control        1                               
## 4650  NA     NA Glutamate   Control        1                               
## 4651  NA     NA Glutamate   Control        1                               
## 4652  NA     NA Glutamate   Control        1                               
## 4653  NA     NA Glutamate   Control        1                               
## 4654  NA     NA Glutamate   Control        1                               
## 4655  NA     NA Glutamate   Control        1                               
## 4656  NA     NA Glutamate   Control        1                               
## 4657  NA     NA Glutamate   Control        1                               
## 4658  NA     NA Glutamate   Control        1                               
## 4659  NA     NA Glutamate   Control        1                               
## 4660  NA     NA Glutamate   Control        1                               
## 4661  NA     NA Glutamate   Control        1                               
## 4662  NA     NA Glutamate   Control        1                               
## 4663  NA     NA Glutamate   Control        1                               
## 4664  NA     NA Glutamate   Control        1                               
## 4665  NA     NA Glutamate   Control        1                               
## 4666  NA     NA Glutamate   Control        1                               
## 4667  NA     NA Glutamate   Control        1                               
## 4668  NA     NA Glutamate   Control        1                               
## 4669  NA     NA Glutamate   Control        1                               
## 4670  NA     NA Glutamate   Control        1                               
## 4671  NA     NA Glutamate   Control        1                               
## 4672  NA     NA Glutamate   Control        1                               
## 4673  NA     NA Glutamate   Control        1                               
## 4674  NA     NA Glutamate   Control        1                               
## 4675  NA     NA Glutamate   Control        1                               
## 4676  NA     NA Glutamate   Control        1                               
## 4677  NA     NA Glutamate   Control        1                               
## 4678  NA     NA Glutamate   Control        1                               
## 4679  NA     NA Glutamate   Control        1                               
## 4680  NA     NA Glutamate   Control        1                               
## 4681  NA     NA Glutamate   Control        1                               
## 4682  NA     NA Glutamate   Control        1                               
## 4683  NA     NA Glutamate   Control        1                               
## 4684  NA     NA Glutamate   Control        1                               
## 4685  NA     NA Glutamate   Control        1                               
## 4686  NA     NA Glutamate   Control        1                               
## 4687  NA     NA Glutamate   Control        1                               
## 4688  NA     NA Glutamate   Control        1                               
## 4689  NA     NA Glutamate   Control        1                               
## 4690  NA     NA Glutamate   Control        1                               
## 4691  NA     NA Glutamate   Control        1                               
## 4692  NA     NA Glutamate   Control        1                               
## 4693  NA     NA Glutamate   Control        1                               
## 4694  NA     NA Glutamate   Control        1                               
## 4695  NA     NA Glutamate   Control        1                               
## 4696  NA     NA Glutamate   Control        1                               
## 4697  NA     NA Glutamate   Control        1                               
## 4698  NA     NA Glutamate   Control        1                               
## 4699  NA     NA Glutamate   Control        1                               
## 4700  NA     NA Glutamate   Control        1                               
## 4701  NA     NA Glutamate   Control        1                               
## 4702  NA     NA Glutamate   Control        1                               
## 4703  NA     NA Glutamate   Control        1                               
## 4704  NA     NA Glutamate   Control        1                               
## 4705  NA     NA Glutamate   Control        1                               
## 4706  NA     NA Glutamate   Control        1                               
## 4707  NA     NA Glutamate   Control        1                               
## 4708  NA     NA Glutamate   Control        1                               
## 4709  NA     NA Glutamate   Control        1                               
## 4710  NA     NA Glutamate   Control        1                               
## 4711  NA     NA Glutamate   Control        1                               
## 4712  NA     NA Glutamate   Control        1                               
## 4713  NA     NA Glutamate   Control        1                               
## 4714  NA     NA Glutamate   Control        1                               
## 4715  NA     NA Glutamate   Control        1                               
## 4716  NA     NA Glutamate   Control        1                               
## 4717  NA     NA Glutamate   Control        1                               
## 4718  NA     NA Glutamate   Control        1                               
## 4719  NA     NA Glutamate   Control        1                               
## 4720  NA     NA Glutamate   Control        1                               
## 4721  NA     NA Glutamate   Control        1                               
## 4722  NA     NA Glutamate   Control        1                               
## 4723  NA     NA Glutamate   Control        1                               
## 4724  NA     NA Glutamate   Control        1                               
## 4725  NA     NA Glutamate   Control        1                               
## 4726  NA     NA Glutamate   Control        1                               
## 4727  NA     NA Glutamate   Control        1                               
## 4728  NA     NA Glutamate   Control        1                               
## 4729  NA     NA Glutamate   Control        1                               
## 4730  NA     NA Glutamate   Control        1                               
## 4731  NA     NA Glutamate   Control        1                               
## 4732  NA     NA Glutamate   Control        1                               
## 4733  NA     NA Glutamate   Control        1                               
## 4734  NA     NA Glutamate   Control        1                               
## 4735  NA     NA Glutamate   Control        1                               
## 4736  NA     NA Glutamate   Control        1                               
## 4737  NA     NA Glutamate   Control        1                               
## 4738  NA     NA Glutamate   Control        1                               
## 4739  NA     NA Glutamate   Control        1                               
## 4740  NA     NA Glutamate   Control        1                               
## 4741  NA     NA Glutamate   Control        1                               
## 4742  NA     NA Glutamate   Control        1                               
## 4743  NA     NA Glutamate   Control        1                               
## 4744  NA     NA Glutamate   Control        1                               
## 4745  NA     NA Glutamate   Control        1                               
## 4746  NA     NA Glutamate   Control        1                               
## 4747  NA     NA Glutamate   Control        1                               
## 4748  NA     NA Glutamate   Control        1                               
## 4749  NA     NA Glutamate   Control        1                               
## 4750  NA     NA Glutamate   Control        1                               
## 4751  NA     NA Glutamate   Control        1                               
## 4752  NA     NA Glutamate   Control        1                               
## 4753  NA     NA Glutamate   Control        1                               
## 4754  NA     NA Glutamate   Control        1                               
## 4755  NA     NA Glutamate   Control        1                               
## 4756  NA     NA Glutamate   Control        1                               
## 4757  NA     NA Glutamate   Control        1                               
## 4758  NA     NA Glutamate   Control        1                               
## 4759  NA     NA Glutamate   Control        1                               
## 4760  NA     NA Glutamate   Control        1                               
## 4761  NA     NA Glutamate   Control        1                               
## 4762  NA     NA Glutamate   Control        1                               
## 4763  NA     NA Glutamate   Control        1                               
## 4764  NA     NA Glutamate   Control        1                               
## 4765  NA     NA Glutamate   Control        1                               
## 4766  NA     NA Glutamate   Control        1                               
## 4767  NA     NA Glutamate   Control        1                               
## 4768  NA     NA Glutamate   Control        1                               
## 4769  NA     NA Glutamate   Control        1                               
## 4770  NA     NA Glutamate   Control        1                               
## 4771  NA     NA Glutamate   Control        1                               
## 4772  NA     NA Glutamate   Control        1                               
## 4773  NA     NA Glutamate   Control        1                               
## 4774  NA     NA Glutamate   Control        1                               
## 4775  NA     NA Glutamate   Control        1                               
## 4776  NA     NA Glutamate   Control        1                               
## 4777  NA     NA Glutamate   Control        1                               
## 4778  NA     NA Glutamate   Control        1                               
## 4779  NA     NA Glutamate   Control        1                               
## 4780  NA     NA Glutamate   Control        1                               
## 4781  NA     NA Glutamate   Control        1                               
## 4782  NA     NA Glutamate   Control        1                               
## 4783  NA     NA Glutamate   Control        1                               
## 4784  NA     NA Glutamate   Control        1                               
## 4785  NA     NA Glutamate   Control        1                               
## 4786  NA     NA Glutamate   Control        1                               
## 4787  NA     NA Glutamate   Control        1                               
## 4788  NA     NA Glutamate   Control        1                               
## 4789  NA     NA Glutamate   Control        1                               
## 4790  NA     NA Glutamate   Control        1                               
## 4791  NA     NA Glutamate   Control        1                               
## 4792  NA     NA Glutamate   Control        1                               
## 4793  NA     NA Glutamate   Control        1                               
## 4794  NA     NA Glutamate   Control        1                               
## 4795  NA     NA Glutamate   Control        1                               
## 4796  NA     NA Glutamate   Control        1                               
## 4797  NA     NA Glutamate   Control        1                               
## 4798  NA     NA Glutamate   Control        1                               
## 4799  NA     NA Glutamate   Control        1                               
## 4800  NA     NA Glutamate   Control        1                               
## 4801  NA     NA Glutamate   Control        1                               
## 4802  NA     NA Glutamate   Control        1                               
## 4803  NA     NA Glutamate   Control        1                               
## 4804  NA     NA Glutamate   Control        1                               
## 4805  NA     NA Glutamate   Control        1                               
## 4806  NA     NA Glutamate   Control        1                               
## 4807  NA     NA Glutamate   Control        1                               
## 4808  NA     NA Glutamate   Control        1                               
## 4809  NA     NA Glutamate   Control        1                               
## 4810  NA     NA Glutamate   Control        1                               
## 4811  NA     NA Glutamate   Control        1                               
## 4812  NA     NA Glutamate   Control        1                               
## 4813  NA     NA Glutamate   Control        1                               
## 4814  NA     NA Glutamate   Control        1                               
## 4815  NA     NA Glutamate   Control        1                               
## 4816  NA     NA Glutamate   Control        1                               
## 4817  NA     NA Glutamate   Control        1                               
## 4818  NA     NA Glutamate   Control        1                               
## 4819  NA     NA Glutamate   Control        1                               
## 4820  NA     NA Glutamate   Control        1                               
## 4821  NA     NA Glutamate   Control        1                               
## 4822  NA     NA Glutamate   Control        1                               
## 4823  NA     NA Glutamate   Control        1                               
## 4824  NA     NA Glutamate   Control        1                               
## 4825  NA     NA Glutamate   Control        1                               
## 4826  NA     NA Glutamate   Control        1                               
## 4827  NA     NA Glutamate   Control        1                               
## 4828  NA     NA Glutamate   Control        1                               
## 4829  NA     NA Glutamate   Control        1                               
## 4830  NA     NA Glutamate   Control        1                               
## 4831  NA     NA Glutamate   Control        1                               
## 4832  NA     NA Glutamate   Control        1                               
## 4833  NA     NA Glutamate   Control        1                               
## 4834  NA     NA Glutamate   Control        1                               
## 4835  NA     NA Glutamate   Control        1                               
## 4836  NA     NA Glutamate   Control        1                               
## 4837  NA     NA Glutamate   Control        1                               
## 4838  NA     NA Glutamate   Control        1                               
## 4839  NA     NA Glutamate   Control        1                               
## 4840  NA     NA Glutamate   Control        1                               
## 4841  NA     NA Glutamate   Control        1                               
## 4842  NA     NA Glutamate   Control        1                               
## 4843  NA     NA Glutamate   Control        1                               
## 4844  NA     NA Glutamate   Control        1                               
## 4845  NA     NA Glutamate   Control        1                               
## 4846  NA     NA Glutamate   Control        1                               
## 4847  NA     NA Glutamate   Control        1                               
## 4848  NA     NA Glutamate   Control        1                               
## 4849  NA     NA Glutamate   Control        1                               
## 4850  NA     NA Glutamate   Control        1                               
## 4851  NA     NA Glutamate   Control        1                               
## 4852  NA     NA Glutamate   Control        1                               
## 4853  NA     NA Glutamate   Control        1                               
## 4854  NA     NA Glutamate   Control        1                               
## 4855  NA     NA Glutamate   Control        1                               
## 4856  NA     NA Glutamate   Control        1                               
## 4857  NA     NA Glutamate   Control        1                               
## 4858  NA     NA Glutamate   Control        1                               
## 4859  NA     NA Glutamate   Control        1                               
## 4860  NA     NA Glutamate   Control        1                               
## 4861  NA     NA Glutamate   Control        1                               
## 4862  NA     NA Glutamate   Control        1                               
## 4863  NA     NA Glutamate   Control        1                               
## 4864  NA     NA Glutamate   Control        1                               
## 4865  NA     NA Glutamate   Control        1                               
## 4866  NA     NA Glutamate   Control        1                               
## 4867  NA     NA Glutamate   Control        1                               
## 4868  NA     NA Glutamate   Control        1                               
## 4869  NA     NA Glutamate   Control        1                               
## 4870  NA     NA Glutamate   Control        1                               
## 4871  NA     NA Glutamate   Control        1                               
## 4872  NA     NA Glutamate   Control        1                               
## 4873  NA     NA Glutamate   Control        1                               
## 4874  NA     NA Glutamate   Control        1                               
## 4875  NA     NA Glutamate   Control        1                               
## 4876  NA     NA Glutamate   Control        1                               
## 4877  NA     NA Glutamate   Control        1                               
## 4878  NA     NA Glutamate   Control        1                               
## 4879  NA     NA Glutamate   Control        1                               
## 4880  NA     NA Glutamate   Control        1                               
## 4881  NA     NA Glutamate   Control        1                               
## 4882  NA     NA Glutamate   Control        1                               
## 4883  NA     NA Glutamate   Control        1                               
## 4884  NA     NA Glutamate   Control        1                               
## 4885  NA     NA Glutamate   Control        1                               
## 4886  NA     NA Glutamate   Control        1                               
## 4887  NA     NA Glutamate   Control        1                               
## 4888  NA     NA Glutamate   Control        1                               
## 4889  NA     NA Glutamate   Control        1                               
## 4890  NA     NA Glutamate   Control        1                               
## 4891  NA     NA Glutamate   Control        1                               
## 4892  NA     NA Glutamate   Control        1                               
## 4893  NA     NA Glutamate   Control        1                               
## 4894  NA     NA Glutamate   Control        1                               
## 4895  NA     NA Glutamate   Control        1                               
## 4896  NA     NA Glutamate   Control        1                               
## 4897  NA     NA Glutamate   Control        1                               
## 4898  NA     NA Glutamate   Control        1                               
## 4899  NA     NA Glutamate   Control        1                               
## 4900  NA     NA Glutamate   Control        1                               
## 4901  NA     NA Glutamate   Control        1                               
## 4902  NA     NA Glutamate   Control        1                               
## 4903  NA     NA Glutamate   Control        1                               
## 4904  NA     NA Glutamate   Control        1                               
## 4905  NA     NA Glutamate   Control        1                               
## 4906  NA     NA Glutamate   Control        1                               
## 4907  NA     NA Glutamate   Control        1                               
## 4908  NA     NA Glutamate   Control        1                               
## 4909  NA     NA Glutamate   Control        1                               
## 4910  NA     NA Glutamate   Control        1                               
## 4911  NA     NA Glutamate   Control        1                               
## 4912  NA     NA Glutamate   Control        1                               
## 4913  NA     NA Glutamate   Control        1                               
## 4914  NA     NA Glutamate   Control        1                               
## 4915  NA     NA Glutamate   Control        1                               
## 4916  NA     NA Glutamate   Control        1                               
## 4917  NA     NA Glutamate   Control        1                               
## 4918  NA     NA Glutamate   Control        1                               
## 4919  NA     NA Glutamate   Control        1                               
## 4920  NA     NA Glutamate   Control        1                               
## 4921  NA     NA Glutamate   Control        1                               
## 4922  NA     NA Glutamate   Control        1                               
## 4923  NA     NA Glutamate   Control        1                               
## 4924  NA     NA Glutamate   Control        1                               
## 4925  NA     NA Glutamate   Control        1                               
## 4926  NA     NA Glutamate   Control        1                               
## 4927  NA     NA Glutamate   Control        1                               
## 4928  NA     NA Glutamate   Control        1                               
## 4929  NA     NA Glutamate   Control        1                               
## 4930  NA     NA Glutamate   Control        1                               
## 4931  NA     NA Glutamate   Control        1                               
## 4932  NA     NA Glutamate   Control        1                               
## 4933  NA     NA Glutamate   Control        1                               
## 4934  NA     NA Glutamate   Control        1                               
## 4935  NA     NA Glutamate   Control        1                               
## 4936  NA     NA Glutamate   Control        1                               
## 4937  NA     NA Glutamate   Control        1                               
## 4938  NA     NA Glutamate   Control        1                               
## 4939  NA     NA Glutamate   Control        1                               
## 4940  NA     NA Glutamate   Control        1                               
## 4941  NA     NA Glutamate   Control        1                               
## 4942  NA     NA Glutamate   Control        1                               
## 4943  NA     NA Glutamate   Control        1                               
## 4944  NA     NA Glutamate   Control        1                               
## 4945  NA     NA Glutamate   Control        1                               
## 4946  NA     NA Glutamate   Control        1                               
## 4947  NA     NA Glutamate   Control        1                               
## 4948  NA     NA Glutamate   Control        1                               
## 4949  NA     NA Glutamate   Control        1                               
## 4950  NA     NA Glutamate   Control        1                               
## 4951  NA     NA Glutamate   Control        1                               
## 4952  NA     NA Glutamate   Control        1                               
## 4953  NA     NA Glutamate   Control        1                               
## 4954  NA     NA Glutamate   Control        1                               
## 4955  NA     NA Glutamate   Control        1                               
## 4956  NA     NA Glutamate   Control        1                               
## 4957  NA     NA Glutamate   Control        1                               
## 4958  NA     NA Glutamate   Control        1                               
## 4959  NA     NA Glutamate   Control        1                               
## 4960  NA     NA Glutamate   Control        1                               
## 4961  NA     NA Glutamate   Control        1                               
## 4962  NA     NA Glutamate   Control        1                               
## 4963  NA     NA Glutamate   Control        1                               
## 4964  NA     NA Glutamate   Control        1                               
## 4965  NA     NA Glutamate   Control        1                               
## 4966  NA     NA Glutamate   Control        1                               
## 4967  NA     NA Glutamate   Control        1                               
## 4968  NA     NA Glutamate   Control        1                               
## 4969  NA     NA Glutamate   Control        1                               
## 4970  NA     NA Glutamate   Control        1                               
## 4971  NA     NA Glutamate   Control        1                               
## 4972  NA     NA Glutamate   Control        1                               
## 4973  NA     NA Glutamate   Control        1                               
## 4974  NA     NA Glutamate   Control        1                               
## 4975  NA     NA Glutamate   Control        1                               
## 4976  NA     NA Glutamate   Control        1                               
## 4977  NA     NA Glutamate   Control        1                               
## 4978  NA     NA Glutamate   Control        1                               
## 4979  NA     NA Glutamate   Control        1                               
## 4980  NA     NA Glutamate   Control        1                               
## 4981  NA     NA Glutamate   Control        1                               
## 4982  NA     NA Glutamate   Control        1                               
## 4983  NA     NA Glutamate   Control        1                               
## 4984  NA     NA Glutamate   Control        1                               
## 4985  NA     NA Glutamate   Control        1                               
## 4986  NA     NA Glutamate   Control        1                               
## 4987  NA     NA Glutamate   Control        1                               
## 4988  NA     NA Glutamate   Control        1                               
## 4989  NA     NA Glutamate   Control        1                               
## 4990  NA     NA Glutamate   Control        1                               
## 4991  NA     NA Glutamate   Control        1                               
## 4992  NA     NA Glutamate   Control        1                               
## 4993  NA     NA Glutamate   Control        1                               
## 4994  NA     NA Glutamate   Control        1                               
## 4995  NA     NA Glutamate   Control        1                               
## 4996  NA     NA Glutamate   Control        1                               
## 4997  NA     NA Glutamate   Control        1                               
## 4998  NA     NA Glutamate   Control        1                               
## 4999  NA     NA Glutamate   Control        1                               
## 5000  NA     NA Glutamate   Control        1                               
## 5001  NA     NA Glutamate   Control        1                               
## 5002  NA     NA Glutamate   Control        1                               
## 5003  NA     NA Glutamate   Control        1                               
## 5004  NA     NA Glutamate   Control        1                               
## 5005  NA     NA Glutamate   Control        1                               
## 5006  NA     NA Glutamate   Control        1                               
## 5007  NA     NA Glutamate   Control        1                               
## 5008  NA     NA Glutamate   Control        1                               
## 5009  NA     NA Glutamate   Control        1                               
## 5010  NA     NA Glutamate   Control        1                               
## 5011  NA     NA Glutamate   Control        1                               
## 5012  NA     NA Glutamate   Control        1                               
## 5013  NA     NA Glutamate   Control        1                               
## 5014  NA     NA Glutamate   Control        1                               
## 5015  NA     NA Glutamate   Control        1                               
## 5016  NA     NA Glutamate   Control        1                               
## 5017  NA     NA Glutamate   Control        1                               
## 5018  NA     NA Glutamate   Control        1                               
## 5019  NA     NA Glutamate   Control        1                               
## 5020  NA     NA Glutamate   Control        1                               
## 5021  NA     NA Glutamate   Control        1                               
## 5022  NA     NA Glutamate   Control        1                               
## 5023  NA     NA Glutamate   Control        1                               
## 5024  NA     NA Glutamate   Control        1                               
## 5025  NA     NA Glutamate   Control        1                               
## 5026  NA     NA Glutamate   Control        1                               
## 5027  NA     NA Glutamate   Control        1                               
## 5028  NA     NA Glutamate   Control        1                               
## 5029  NA     NA Glutamate   Control        1                               
## 5030  NA     NA Glutamate   Control        1                               
## 5031  NA     NA Glutamate   Control        1                               
## 5032  NA     NA Glutamate   Control        1                               
## 5033  NA     NA Glutamate   Control        1                               
## 5034  NA     NA Glutamate   Control        1                               
## 5035  NA     NA Glutamate   Control        1                               
## 5036  NA     NA Glutamate   Control        1                               
## 5037  NA     NA Glutamate   Control        1                               
## 5038  NA     NA Glutamate   Control        1                               
## 5039  NA     NA Glutamate   Control        1                               
## 5040  NA     NA Glutamate   Control        1                               
## 5041  NA     NA Glutamate   Control        1                               
## 5042  NA     NA Glutamate   Control        1                               
## 5043  NA     NA Glutamate   Control        1                               
## 5044  NA     NA Glutamate   Control        1                               
## 5045  NA     NA Glutamate   Control        1                               
## 5046  NA     NA Glutamate   Control        1                               
## 5047  NA     NA Glutamate   Control        1                               
## 5048  NA     NA Glutamate   Control        1                               
## 5049  NA     NA Glutamate   Control        1                               
## 5050  NA     NA Glutamate   Control        1                               
## 5051  NA     NA Glutamate   Control        1                               
## 5052  NA     NA Glutamate   Control        1                               
## 5053  NA     NA Glutamate   Control        1                               
## 5054  NA     NA Glutamate   Control        1                               
## 5055  NA     NA Glutamate   Control        1                               
## 5056  NA     NA Glutamate   Control        1                               
## 5057  NA     NA Glutamate   Control        1                               
## 5058  NA     NA Glutamate   Control        1                               
## 5059  NA     NA Glutamate   Control        1                               
## 5060  NA     NA Glutamate   Control        1                               
## 5061  NA     NA Glutamate   Control        1                               
## 5062  NA     NA Glutamate   Control        1                               
## 5063  NA     NA Glutamate   Control        1                               
## 5064  NA     NA Glutamate   Control        1                               
## 5065  NA     NA Glutamate   Control        1                               
## 5066  NA     NA Glutamate   Control        1                               
## 5067  NA     NA Glutamate   Control        1                               
## 5068  NA     NA Glutamate   Control        1                               
## 5069  NA     NA Glutamate   Control        1                               
## 5070  NA     NA Glutamate   Control        1                               
## 5071  NA     NA Glutamate   Control        1                               
## 5072  NA     NA Glutamate   Control        1                               
## 5073  NA     NA Glutamate   Control        1                               
## 5074  NA     NA Glutamate   Control        1                               
## 5075  NA     NA Glutamate   Control        1                               
## 5076  NA     NA Glutamate   Control        1                               
## 5077  NA     NA Glutamate   Control        1                               
## 5078  NA     NA Glutamate   Control        1                               
## 5079  NA     NA Glutamate   Control        1                               
## 5080  NA     NA Glutamate   Control        1                               
## 5081  NA     NA Glutamate   Control        1                               
## 5082  NA     NA Glutamate   Control        1                               
## 5083  NA     NA Glutamate   Control        1                               
## 5084  NA     NA Glutamate   Control        1                               
## 5085  NA     NA Glutamate   Control        1                               
## 5086  NA     NA Glutamate   Control        1                               
## 5087  NA     NA Glutamate   Control        1                               
## 5088  NA     NA Glutamate   Control        1                               
## 5089  NA     NA Glutamate   Control        1                               
## 5090  NA     NA Glutamate   Control        1                               
## 5091  NA     NA Glutamate   Control        1                               
## 5092  NA     NA Glutamate   Control        1                               
## 5093  NA     NA Glutamate   Control        1                               
## 5094  NA     NA Glutamate   Control        1                               
## 5095  NA     NA Glutamate   Control        1                               
## 5096  NA     NA Glutamate   Control        1                               
## 5097  NA     NA Glutamate   Control        1                               
## 5098  NA     NA Glutamate   Control        1                               
## 5099  NA     NA Glutamate   Control        1                               
## 5100  NA     NA Glutamate   Control        1                               
## 5101  NA     NA Glutamate   Control        1                               
## 5102  NA     NA Glutamate   Control        1                               
## 5103  NA     NA Glutamate   Control        1                               
## 5104  NA     NA Glutamate   Control        1                               
## 5105  NA     NA Glutamate   Control        1                               
## 5106  NA     NA Glutamate   Control        1                               
## 5107  NA     NA Glutamate   Control        1                               
## 5108  NA     NA Glutamate   Control        1                               
## 5109  NA     NA Glutamate   Control        1                               
## 5110  NA     NA Glutamate   Control        1                               
## 5111  NA     NA Glutamate   Control        1                               
## 5112  NA     NA Glutamate   Control        1                               
## 5113  NA     NA Glutamate   Control        1                               
## 5114  NA     NA Glutamate   Control        1                               
## 5115  NA     NA Glutamate   Control        1                               
## 5116  NA     NA Glutamate   Control        1                               
## 5117  NA     NA Glutamate   Control        1                               
## 5118  NA     NA Glutamate   Control        1                               
## 5119  NA     NA Glutamate   Control        1                               
## 5120  NA     NA Glutamate   Control        1                               
## 5121  NA     NA Glutamate   Control        1                               
## 5122  NA     NA Glutamate   Control        1                               
## 5123  NA     NA Glutamate   Control        1                               
## 5124  NA     NA Glutamate   Control        1                               
## 5125  NA     NA Glutamate   Control        1                               
## 5126  NA     NA Glutamate   Control        1                               
## 5127  NA     NA Glutamate   Control        1                               
## 5128  NA     NA Glutamate   Control        1                               
## 5129  NA     NA Glutamate   Control        1                               
## 5130  NA     NA Glutamate   Control        1                               
## 5131  NA     NA Glutamate   Control        1                               
## 5132  NA     NA Glutamate   Control        1                               
## 5133  NA     NA Glutamate   Control        1                               
## 5134  NA     NA Glutamate   Control        1                               
## 5135  NA     NA Glutamate   Control        1                               
## 5136  NA     NA Glutamate   Control        1                               
## 5137  NA     NA Glutamate   Control        1                               
## 5138  NA     NA Glutamate   Control        1                               
## 5139  NA     NA Glutamate   Control        1                               
## 5140  NA     NA Glutamate   Control        1                               
## 5141  NA     NA Glutamate   Control        1                               
## 5142  NA     NA Glutamate   Control        1                               
## 5143  NA     NA Glutamate   Control        1                               
## 5144  NA     NA Glutamate   Control        1                               
## 5145  NA     NA Glutamate   Control        1                               
## 5146  NA     NA Glutamate   Control        1                               
## 5147  NA     NA Glutamate   Control        1                               
## 5148  NA     NA Glutamate   Control        1                               
## 5149  NA     NA Glutamate   Control        1                               
## 5150  NA     NA Glutamate   Control        1                               
## 5151  NA     NA Glutamate   Control        1                               
## 5152  NA     NA Glutamate   Control        1                               
## 5153  NA     NA Glutamate   Control        1                               
## 5154  NA     NA Glutamate   Control        1                               
## 5155  NA     NA Glutamate   Control        1                               
## 5156  NA     NA Glutamate   Control        1                               
## 5157  NA     NA Glutamate   Control        1                               
## 5158  NA     NA Glutamate   Control        1                               
## 5159  NA     NA Glutamate   Control        1                               
## 5160  NA     NA Glutamate   Control        1                               
## 5161  NA     NA Glutamate   Control        1                               
## 5162  NA     NA Glutamate   Control        1                               
## 5163  NA     NA Glutamate   Control        1                               
## 5164  NA     NA Glutamate   Control        1                               
## 5165  NA     NA Glutamate   Control        1                               
## 5166  NA     NA Glutamate   Control        1                               
## 5167  NA     NA Glutamate   Control        1                               
## 5168  NA     NA Glutamate   Control        1                               
## 5169  NA     NA Glutamate   Control        1                               
## 5170  NA     NA Glutamate   Control        1                               
## 5171  NA     NA Glutamate   Control        1                               
## 5172  NA     NA Glutamate   Control        1                               
## 5173  NA     NA Glutamate   Control        1                               
## 5174  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5175  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5176  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5177  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5178  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5179  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5180  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5181  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5182  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5183  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5184  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5185  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5186  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5187  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5188  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5189  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5190  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5191  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5192  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5193  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5194  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5195  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5196  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5197  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5198  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5199  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5200  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5201  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5202  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5203  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5204  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5205  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5206  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5207  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5208  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5209  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5210  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5211  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5212  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5213  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5214  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5215  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5216  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5217  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5218  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5219  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5220  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5221  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5222  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5223  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5224  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5225  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5226  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5227  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5228  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5229  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5230  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5231  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5232  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5233  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5234  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5235  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5236  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5237  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5238  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5239  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5240  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5241  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5242  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5243  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5244  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5245  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5246  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5247  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5248  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5249  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5250  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5251  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5252  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5253  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5254  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5255  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5256  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5257  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5258  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5259  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5260  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5261  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5262  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5263  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5264  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5265  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5266  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5267  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5268  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5269  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5270  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5271  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5272  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5273  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5274  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5275  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5276  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5277  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5278  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5279  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5280  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5281  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5282  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5283  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5284  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5285  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5286  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5287  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5288  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5289  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5290  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5291  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5292  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5293  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5294  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5295  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5296  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5297  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5298  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5299  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5300  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5301  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5302  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5303  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5304  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5305  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5306  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5307  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5308  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5309  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5310  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5311  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5312  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5313  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5314  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5315  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5316  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5317  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5318  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5319  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5320  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5321  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5322  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5323  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5324  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5325  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5326  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5327  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5328  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5329  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5330  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5331  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5332  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5333  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5334  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5335  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5336  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5337  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5338  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5339  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5340  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5341  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5342  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5343  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5344  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5345  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5346  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5347  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5348  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5349  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5350  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5351  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5352  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5353  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5354  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5355  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5356  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5357  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5358  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5359  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5360  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5361  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5362  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5363  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5364  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5365  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5366  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5367  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5368  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5369  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5370  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5371  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5372  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5373  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5374  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5375  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5376  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5377  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5378  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5379  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5380  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5381  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5382  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5383  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5384  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5385  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5386  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5387  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5388  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5389  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5390  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5391  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5392  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5393  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5394  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5395  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5396  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5397  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5398  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5399  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5400  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5401  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5402  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5403  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5404  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5405  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5406  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5407  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5408  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5409  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5410  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5411  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5412  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5413  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5414  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5415  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5416  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5417  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5418  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5419  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5420  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5421  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5422  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5423  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5424  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5425  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5426  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5427  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5428  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5429  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5430  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5431  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5432  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5433  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5434  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5435  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5436  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5437  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5438  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5439  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5440  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5441  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5442  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5443  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5444  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5445  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5446  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5447  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5448  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5449  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5450  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5451  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5452  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5453  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5454  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5455  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5456  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5457  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5458  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5459  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5460  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5461  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5462  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5463  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5464  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5465  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5466  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5467  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5468  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5469  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5470  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5471  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5472  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5473  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5474  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5475  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5476  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5477  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5478  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5479  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5480  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5481  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5482  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5483  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5484  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5485  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5486  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5487  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5488  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5489  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5490  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5491  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5492  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5493  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5494  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5495  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5496  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5497  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5498  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5499  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5500  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5501  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5502  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5503  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5504  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5505  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5506  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5507  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5508  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5509  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5510  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5511  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5512  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5513  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5514  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5515  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5516  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5517  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5518  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5519  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5520  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5521  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5522  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5523  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5524  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5525  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5526  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5527  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5528  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5529  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5530  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5531  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5532  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5533  30      1 Glutamate   Control        2   1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5534  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5535  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5536  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5537  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5538  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5539  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5540  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5541  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5542  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5543  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5544  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5545  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5546  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5547  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5548  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5549  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5550  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5551  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5552  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5553  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5554  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5555  30      1 Glutamate   Control        2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
##                                                                                         notes
## 1                    flow rate very low, suction stopping intermittently during all recording
## 2                    flow rate very low, suction stopping intermittently during all recording
## 3                    flow rate very low, suction stopping intermittently during all recording
## 4                    flow rate very low, suction stopping intermittently during all recording
## 5                    flow rate very low, suction stopping intermittently during all recording
## 6                    flow rate very low, suction stopping intermittently during all recording
## 7                    flow rate very low, suction stopping intermittently during all recording
## 8                    flow rate very low, suction stopping intermittently during all recording
## 9                    flow rate very low, suction stopping intermittently during all recording
## 10                   flow rate very low, suction stopping intermittently during all recording
## 11                   flow rate very low, suction stopping intermittently during all recording
## 12                   flow rate very low, suction stopping intermittently during all recording
## 13                   flow rate very low, suction stopping intermittently during all recording
## 14                   flow rate very low, suction stopping intermittently during all recording
## 15                   flow rate very low, suction stopping intermittently during all recording
## 16                   flow rate very low, suction stopping intermittently during all recording
## 17                   flow rate very low, suction stopping intermittently during all recording
## 18                   flow rate very low, suction stopping intermittently during all recording
## 19                   flow rate very low, suction stopping intermittently during all recording
## 20                   flow rate very low, suction stopping intermittently during all recording
## 21                   flow rate very low, suction stopping intermittently during all recording
## 22                   flow rate very low, suction stopping intermittently during all recording
## 23                   flow rate very low, suction stopping intermittently during all recording
## 24                   flow rate very low, suction stopping intermittently during all recording
## 25                   flow rate very low, suction stopping intermittently during all recording
## 26                   flow rate very low, suction stopping intermittently during all recording
## 27                   flow rate very low, suction stopping intermittently during all recording
## 28                   flow rate very low, suction stopping intermittently during all recording
## 29                   flow rate very low, suction stopping intermittently during all recording
## 30                   flow rate very low, suction stopping intermittently during all recording
## 31                   flow rate very low, suction stopping intermittently during all recording
## 32                   flow rate very low, suction stopping intermittently during all recording
## 33                   flow rate very low, suction stopping intermittently during all recording
## 34                   flow rate very low, suction stopping intermittently during all recording
## 35                   flow rate very low, suction stopping intermittently during all recording
## 36                   flow rate very low, suction stopping intermittently during all recording
## 37                   flow rate very low, suction stopping intermittently during all recording
## 38                   flow rate very low, suction stopping intermittently during all recording
## 39                   flow rate very low, suction stopping intermittently during all recording
## 40                   flow rate very low, suction stopping intermittently during all recording
## 41                   flow rate very low, suction stopping intermittently during all recording
## 42                   flow rate very low, suction stopping intermittently during all recording
## 43                   flow rate very low, suction stopping intermittently during all recording
## 44                   flow rate very low, suction stopping intermittently during all recording
## 45                   flow rate very low, suction stopping intermittently during all recording
## 46                   flow rate very low, suction stopping intermittently during all recording
## 47                   flow rate very low, suction stopping intermittently during all recording
## 48                   flow rate very low, suction stopping intermittently during all recording
## 49                   flow rate very low, suction stopping intermittently during all recording
## 50                   flow rate very low, suction stopping intermittently during all recording
## 51                   flow rate very low, suction stopping intermittently during all recording
## 52                   flow rate very low, suction stopping intermittently during all recording
## 53                   flow rate very low, suction stopping intermittently during all recording
## 54                   flow rate very low, suction stopping intermittently during all recording
## 55                   flow rate very low, suction stopping intermittently during all recording
## 56                   flow rate very low, suction stopping intermittently during all recording
## 57                   flow rate very low, suction stopping intermittently during all recording
## 58                   flow rate very low, suction stopping intermittently during all recording
## 59                   flow rate very low, suction stopping intermittently during all recording
## 60                   flow rate very low, suction stopping intermittently during all recording
## 61                   flow rate very low, suction stopping intermittently during all recording
## 62                   flow rate very low, suction stopping intermittently during all recording
## 63                   flow rate very low, suction stopping intermittently during all recording
## 64                   flow rate very low, suction stopping intermittently during all recording
## 65                   flow rate very low, suction stopping intermittently during all recording
## 66                   flow rate very low, suction stopping intermittently during all recording
## 67                   flow rate very low, suction stopping intermittently during all recording
## 68                   flow rate very low, suction stopping intermittently during all recording
## 69                   flow rate very low, suction stopping intermittently during all recording
## 70                   flow rate very low, suction stopping intermittently during all recording
## 71                   flow rate very low, suction stopping intermittently during all recording
## 72                   flow rate very low, suction stopping intermittently during all recording
## 73                   flow rate very low, suction stopping intermittently during all recording
## 74                   flow rate very low, suction stopping intermittently during all recording
## 75                   flow rate very low, suction stopping intermittently during all recording
## 76                   flow rate very low, suction stopping intermittently during all recording
## 77                   flow rate very low, suction stopping intermittently during all recording
## 78                   flow rate very low, suction stopping intermittently during all recording
## 79                   flow rate very low, suction stopping intermittently during all recording
## 80                   flow rate very low, suction stopping intermittently during all recording
## 81                   flow rate very low, suction stopping intermittently during all recording
## 82                   flow rate very low, suction stopping intermittently during all recording
## 83                   flow rate very low, suction stopping intermittently during all recording
## 84                   flow rate very low, suction stopping intermittently during all recording
## 85                   flow rate very low, suction stopping intermittently during all recording
## 86                   flow rate very low, suction stopping intermittently during all recording
## 87                   flow rate very low, suction stopping intermittently during all recording
## 88                   flow rate very low, suction stopping intermittently during all recording
## 89                   flow rate very low, suction stopping intermittently during all recording
## 90                   flow rate very low, suction stopping intermittently during all recording
## 91                   flow rate very low, suction stopping intermittently during all recording
## 92                   flow rate very low, suction stopping intermittently during all recording
## 93                   flow rate very low, suction stopping intermittently during all recording
## 94                   flow rate very low, suction stopping intermittently during all recording
## 95                   flow rate very low, suction stopping intermittently during all recording
## 96                   flow rate very low, suction stopping intermittently during all recording
## 97                   flow rate very low, suction stopping intermittently during all recording
## 98                   flow rate very low, suction stopping intermittently during all recording
## 99                   flow rate very low, suction stopping intermittently during all recording
## 100                  flow rate very low, suction stopping intermittently during all recording
## 101                  flow rate very low, suction stopping intermittently during all recording
## 102                  flow rate very low, suction stopping intermittently during all recording
## 103                  flow rate very low, suction stopping intermittently during all recording
## 104                  flow rate very low, suction stopping intermittently during all recording
## 105                  flow rate very low, suction stopping intermittently during all recording
## 106                  flow rate very low, suction stopping intermittently during all recording
## 107                  flow rate very low, suction stopping intermittently during all recording
## 108                  flow rate very low, suction stopping intermittently during all recording
## 109                  flow rate very low, suction stopping intermittently during all recording
## 110                  flow rate very low, suction stopping intermittently during all recording
## 111                  flow rate very low, suction stopping intermittently during all recording
## 112                  flow rate very low, suction stopping intermittently during all recording
## 113                  flow rate very low, suction stopping intermittently during all recording
## 114                  flow rate very low, suction stopping intermittently during all recording
## 115                  flow rate very low, suction stopping intermittently during all recording
## 116                  flow rate very low, suction stopping intermittently during all recording
## 117                  flow rate very low, suction stopping intermittently during all recording
## 118                  flow rate very low, suction stopping intermittently during all recording
## 119                  flow rate very low, suction stopping intermittently during all recording
## 120                  flow rate very low, suction stopping intermittently during all recording
## 121                  flow rate very low, suction stopping intermittently during all recording
## 122                  flow rate very low, suction stopping intermittently during all recording
## 123                  flow rate very low, suction stopping intermittently during all recording
## 124                  flow rate very low, suction stopping intermittently during all recording
## 125                  flow rate very low, suction stopping intermittently during all recording
## 126                  flow rate very low, suction stopping intermittently during all recording
## 127                  flow rate very low, suction stopping intermittently during all recording
## 128                  flow rate very low, suction stopping intermittently during all recording
## 129                  flow rate very low, suction stopping intermittently during all recording
## 130                  flow rate very low, suction stopping intermittently during all recording
## 131                  flow rate very low, suction stopping intermittently during all recording
## 132                  flow rate very low, suction stopping intermittently during all recording
## 133                  flow rate very low, suction stopping intermittently during all recording
## 134                  flow rate very low, suction stopping intermittently during all recording
## 135                  flow rate very low, suction stopping intermittently during all recording
## 136                  flow rate very low, suction stopping intermittently during all recording
## 137                  flow rate very low, suction stopping intermittently during all recording
## 138                  flow rate very low, suction stopping intermittently during all recording
## 139                  flow rate very low, suction stopping intermittently during all recording
## 140                  flow rate very low, suction stopping intermittently during all recording
## 141                  flow rate very low, suction stopping intermittently during all recording
## 142                  flow rate very low, suction stopping intermittently during all recording
## 143                  flow rate very low, suction stopping intermittently during all recording
## 144                  flow rate very low, suction stopping intermittently during all recording
## 145                  flow rate very low, suction stopping intermittently during all recording
## 146                  flow rate very low, suction stopping intermittently during all recording
## 147                  flow rate very low, suction stopping intermittently during all recording
## 148                  flow rate very low, suction stopping intermittently during all recording
## 149                  flow rate very low, suction stopping intermittently during all recording
## 150                  flow rate very low, suction stopping intermittently during all recording
## 151                  flow rate very low, suction stopping intermittently during all recording
## 152                  flow rate very low, suction stopping intermittently during all recording
## 153                  flow rate very low, suction stopping intermittently during all recording
## 154                  flow rate very low, suction stopping intermittently during all recording
## 155                  flow rate very low, suction stopping intermittently during all recording
## 156                  flow rate very low, suction stopping intermittently during all recording
## 157                  flow rate very low, suction stopping intermittently during all recording
## 158                  flow rate very low, suction stopping intermittently during all recording
## 159                  flow rate very low, suction stopping intermittently during all recording
## 160                  flow rate very low, suction stopping intermittently during all recording
## 161                  flow rate very low, suction stopping intermittently during all recording
## 162                  flow rate very low, suction stopping intermittently during all recording
## 163                  flow rate very low, suction stopping intermittently during all recording
## 164                  flow rate very low, suction stopping intermittently during all recording
## 165                  flow rate very low, suction stopping intermittently during all recording
## 166                  flow rate very low, suction stopping intermittently during all recording
## 167                  flow rate very low, suction stopping intermittently during all recording
## 168                  flow rate very low, suction stopping intermittently during all recording
## 169                  flow rate very low, suction stopping intermittently during all recording
## 170                  flow rate very low, suction stopping intermittently during all recording
## 171                  flow rate very low, suction stopping intermittently during all recording
## 172                  flow rate very low, suction stopping intermittently during all recording
## 173                  flow rate very low, suction stopping intermittently during all recording
## 174                  flow rate very low, suction stopping intermittently during all recording
## 175                  flow rate very low, suction stopping intermittently during all recording
## 176                  flow rate very low, suction stopping intermittently during all recording
## 177                  flow rate very low, suction stopping intermittently during all recording
## 178                  flow rate very low, suction stopping intermittently during all recording
## 179                  flow rate very low, suction stopping intermittently during all recording
## 180                  flow rate very low, suction stopping intermittently during all recording
## 181                  flow rate very low, suction stopping intermittently during all recording
## 182                  flow rate very low, suction stopping intermittently during all recording
## 183                  flow rate very low, suction stopping intermittently during all recording
## 184                  flow rate very low, suction stopping intermittently during all recording
## 185                  flow rate very low, suction stopping intermittently during all recording
## 186                  flow rate very low, suction stopping intermittently during all recording
## 187                  flow rate very low, suction stopping intermittently during all recording
## 188                  flow rate very low, suction stopping intermittently during all recording
## 189                  flow rate very low, suction stopping intermittently during all recording
## 190                  flow rate very low, suction stopping intermittently during all recording
## 191                  flow rate very low, suction stopping intermittently during all recording
## 192                  flow rate very low, suction stopping intermittently during all recording
## 193                  flow rate very low, suction stopping intermittently during all recording
## 194                  flow rate very low, suction stopping intermittently during all recording
## 195                  flow rate very low, suction stopping intermittently during all recording
## 196                  flow rate very low, suction stopping intermittently during all recording
## 197                  flow rate very low, suction stopping intermittently during all recording
## 198                  flow rate very low, suction stopping intermittently during all recording
## 199                  flow rate very low, suction stopping intermittently during all recording
## 200                  flow rate very low, suction stopping intermittently during all recording
## 201                  flow rate very low, suction stopping intermittently during all recording
## 202                  flow rate very low, suction stopping intermittently during all recording
## 203                  flow rate very low, suction stopping intermittently during all recording
## 204                  flow rate very low, suction stopping intermittently during all recording
## 205                  flow rate very low, suction stopping intermittently during all recording
## 206                  flow rate very low, suction stopping intermittently during all recording
## 207                  flow rate very low, suction stopping intermittently during all recording
## 208                  flow rate very low, suction stopping intermittently during all recording
## 209                  flow rate very low, suction stopping intermittently during all recording
## 210                  flow rate very low, suction stopping intermittently during all recording
## 211                  flow rate very low, suction stopping intermittently during all recording
## 212                  flow rate very low, suction stopping intermittently during all recording
## 213                  flow rate very low, suction stopping intermittently during all recording
## 214                  flow rate very low, suction stopping intermittently during all recording
## 215                  flow rate very low, suction stopping intermittently during all recording
## 216                  flow rate very low, suction stopping intermittently during all recording
## 217                  flow rate very low, suction stopping intermittently during all recording
## 218                  flow rate very low, suction stopping intermittently during all recording
## 219                  flow rate very low, suction stopping intermittently during all recording
## 220                  flow rate very low, suction stopping intermittently during all recording
## 221                  flow rate very low, suction stopping intermittently during all recording
## 222                  flow rate very low, suction stopping intermittently during all recording
## 223                  flow rate very low, suction stopping intermittently during all recording
## 224                  flow rate very low, suction stopping intermittently during all recording
## 225                  flow rate very low, suction stopping intermittently during all recording
## 226                  flow rate very low, suction stopping intermittently during all recording
## 227                  flow rate very low, suction stopping intermittently during all recording
## 228                  flow rate very low, suction stopping intermittently during all recording
## 229                  flow rate very low, suction stopping intermittently during all recording
## 230                  flow rate very low, suction stopping intermittently during all recording
## 231                  flow rate very low, suction stopping intermittently during all recording
## 232                  flow rate very low, suction stopping intermittently during all recording
## 233                  flow rate very low, suction stopping intermittently during all recording
## 234                  flow rate very low, suction stopping intermittently during all recording
## 235                  flow rate very low, suction stopping intermittently during all recording
## 236                  flow rate very low, suction stopping intermittently during all recording
## 237                  flow rate very low, suction stopping intermittently during all recording
## 238                  flow rate very low, suction stopping intermittently during all recording
## 239                  flow rate very low, suction stopping intermittently during all recording
## 240                  flow rate very low, suction stopping intermittently during all recording
## 241                  flow rate very low, suction stopping intermittently during all recording
## 242                  flow rate very low, suction stopping intermittently during all recording
## 243                  flow rate very low, suction stopping intermittently during all recording
## 244                  flow rate very low, suction stopping intermittently during all recording
## 245                  flow rate very low, suction stopping intermittently during all recording
## 246                  flow rate very low, suction stopping intermittently during all recording
## 247                  flow rate very low, suction stopping intermittently during all recording
## 248                  flow rate very low, suction stopping intermittently during all recording
## 249                  flow rate very low, suction stopping intermittently during all recording
## 250                  flow rate very low, suction stopping intermittently during all recording
## 251                  flow rate very low, suction stopping intermittently during all recording
## 252                  flow rate very low, suction stopping intermittently during all recording
## 253                  flow rate very low, suction stopping intermittently during all recording
## 254                  flow rate very low, suction stopping intermittently during all recording
## 255                  flow rate very low, suction stopping intermittently during all recording
## 256                  flow rate very low, suction stopping intermittently during all recording
## 257                  flow rate very low, suction stopping intermittently during all recording
## 258                  flow rate very low, suction stopping intermittently during all recording
## 259                  flow rate very low, suction stopping intermittently during all recording
## 260                  flow rate very low, suction stopping intermittently during all recording
## 261                  flow rate very low, suction stopping intermittently during all recording
## 262                  flow rate very low, suction stopping intermittently during all recording
## 263                  flow rate very low, suction stopping intermittently during all recording
## 264                  flow rate very low, suction stopping intermittently during all recording
## 265                  flow rate very low, suction stopping intermittently during all recording
## 266                  flow rate very low, suction stopping intermittently during all recording
## 267                  flow rate very low, suction stopping intermittently during all recording
## 268                  flow rate very low, suction stopping intermittently during all recording
## 269                  flow rate very low, suction stopping intermittently during all recording
## 270                  flow rate very low, suction stopping intermittently during all recording
## 271                  flow rate very low, suction stopping intermittently during all recording
## 272                  flow rate very low, suction stopping intermittently during all recording
## 273                  flow rate very low, suction stopping intermittently during all recording
## 274                  flow rate very low, suction stopping intermittently during all recording
## 275                  flow rate very low, suction stopping intermittently during all recording
## 276                  flow rate very low, suction stopping intermittently during all recording
## 277                  flow rate very low, suction stopping intermittently during all recording
## 278                  flow rate very low, suction stopping intermittently during all recording
## 279                  flow rate very low, suction stopping intermittently during all recording
## 280                  flow rate very low, suction stopping intermittently during all recording
## 281                  flow rate very low, suction stopping intermittently during all recording
## 282                  flow rate very low, suction stopping intermittently during all recording
## 283                  flow rate very low, suction stopping intermittently during all recording
## 284                  flow rate very low, suction stopping intermittently during all recording
## 285                  flow rate very low, suction stopping intermittently during all recording
## 286                  flow rate very low, suction stopping intermittently during all recording
## 287                  flow rate very low, suction stopping intermittently during all recording
## 288                  flow rate very low, suction stopping intermittently during all recording
## 289                  flow rate very low, suction stopping intermittently during all recording
## 290                  flow rate very low, suction stopping intermittently during all recording
## 291                  flow rate very low, suction stopping intermittently during all recording
## 292                  flow rate very low, suction stopping intermittently during all recording
## 293                  flow rate very low, suction stopping intermittently during all recording
## 294                  flow rate very low, suction stopping intermittently during all recording
## 295                  flow rate very low, suction stopping intermittently during all recording
## 296                  flow rate very low, suction stopping intermittently during all recording
## 297                  flow rate very low, suction stopping intermittently during all recording
## 298                  flow rate very low, suction stopping intermittently during all recording
## 299                  flow rate very low, suction stopping intermittently during all recording
## 300                  flow rate very low, suction stopping intermittently during all recording
## 301                  flow rate very low, suction stopping intermittently during all recording
## 302                  flow rate very low, suction stopping intermittently during all recording
## 303                  flow rate very low, suction stopping intermittently during all recording
## 304                  flow rate very low, suction stopping intermittently during all recording
## 305                  flow rate very low, suction stopping intermittently during all recording
## 306                  flow rate very low, suction stopping intermittently during all recording
## 307                  flow rate very low, suction stopping intermittently during all recording
## 308                  flow rate very low, suction stopping intermittently during all recording
## 309                  flow rate very low, suction stopping intermittently during all recording
## 310                  flow rate very low, suction stopping intermittently during all recording
## 311                  flow rate very low, suction stopping intermittently during all recording
## 312                  flow rate very low, suction stopping intermittently during all recording
## 313                  flow rate very low, suction stopping intermittently during all recording
## 314                  flow rate very low, suction stopping intermittently during all recording
## 315                  flow rate very low, suction stopping intermittently during all recording
## 316                  flow rate very low, suction stopping intermittently during all recording
## 317                  flow rate very low, suction stopping intermittently during all recording
## 318                  flow rate very low, suction stopping intermittently during all recording
## 319                  flow rate very low, suction stopping intermittently during all recording
## 320                  flow rate very low, suction stopping intermittently during all recording
## 321                  flow rate very low, suction stopping intermittently during all recording
## 322                  flow rate very low, suction stopping intermittently during all recording
## 323                  flow rate very low, suction stopping intermittently during all recording
## 324                  flow rate very low, suction stopping intermittently during all recording
## 325                  flow rate very low, suction stopping intermittently during all recording
## 326                  flow rate very low, suction stopping intermittently during all recording
## 327                  flow rate very low, suction stopping intermittently during all recording
## 328                  flow rate very low, suction stopping intermittently during all recording
## 329                  flow rate very low, suction stopping intermittently during all recording
## 330                  flow rate very low, suction stopping intermittently during all recording
## 331                  flow rate very low, suction stopping intermittently during all recording
## 332                  flow rate very low, suction stopping intermittently during all recording
## 333                  flow rate very low, suction stopping intermittently during all recording
## 334                  flow rate very low, suction stopping intermittently during all recording
## 335                  flow rate very low, suction stopping intermittently during all recording
## 336                  flow rate very low, suction stopping intermittently during all recording
## 337                  flow rate very low, suction stopping intermittently during all recording
## 338                  flow rate very low, suction stopping intermittently during all recording
## 339                  flow rate very low, suction stopping intermittently during all recording
## 340                  flow rate very low, suction stopping intermittently during all recording
## 341                  flow rate very low, suction stopping intermittently during all recording
## 342                  flow rate very low, suction stopping intermittently during all recording
## 343                  flow rate very low, suction stopping intermittently during all recording
## 344                  flow rate very low, suction stopping intermittently during all recording
## 345                  flow rate very low, suction stopping intermittently during all recording
## 346                  flow rate very low, suction stopping intermittently during all recording
## 347                  flow rate very low, suction stopping intermittently during all recording
## 348                  flow rate very low, suction stopping intermittently during all recording
## 349                  flow rate very low, suction stopping intermittently during all recording
## 350                  flow rate very low, suction stopping intermittently during all recording
## 351                  flow rate very low, suction stopping intermittently during all recording
## 352                  flow rate very low, suction stopping intermittently during all recording
## 353                  flow rate very low, suction stopping intermittently during all recording
## 354                  flow rate very low, suction stopping intermittently during all recording
## 355                  flow rate very low, suction stopping intermittently during all recording
## 356                  flow rate very low, suction stopping intermittently during all recording
## 357                  flow rate very low, suction stopping intermittently during all recording
## 358                  flow rate very low, suction stopping intermittently during all recording
## 359                  flow rate very low, suction stopping intermittently during all recording
## 360                  flow rate very low, suction stopping intermittently during all recording
## 361                  flow rate very low, suction stopping intermittently during all recording
## 362                  flow rate very low, suction stopping intermittently during all recording
## 363                  flow rate very low, suction stopping intermittently during all recording
## 364                  flow rate very low, suction stopping intermittently during all recording
## 365  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 366  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 367  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 368  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 369  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 370  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 371  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 372  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 373  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 374  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 375  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 376  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 377  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 378  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 379  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 380  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 381  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 382  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 383  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 384  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 385  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 386  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 387  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 388  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 389  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 390  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 391  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 392  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 393  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 394  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 395  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 396  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 397  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 398  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 399  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 400  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 401  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 402  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 403  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 404  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 405  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 406  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 407  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 408  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 409  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 410  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 411  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 412  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 413  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 414  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 415  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 416  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 417  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 418  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 419  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 420  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 421  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 422  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 423  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 424  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 425  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 426  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 427  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 428  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 429  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 430  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 431  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 432  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 433  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 434  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 435  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 436  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 437  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 438  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 439  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 440  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 441  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 442  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 443  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 444  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 445  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 446  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 447  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 448  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 449  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 450  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 451  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 452  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 453  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 454  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 455  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 456  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 457  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 458  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 459  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 460  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 461  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 462  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 463  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 464  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 465  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 466  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 467  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 468  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 469  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 470  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 471  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 472  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 473  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 474  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 475  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 476  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 477  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 478  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 479  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 480  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 481  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 482  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 483  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 484  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 485  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 486  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 487  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 488  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 489  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 490  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 491  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 492  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 493  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 494  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 495  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 496  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 497  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 498  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 499  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 500  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 501  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 502  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 503  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 504  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 505  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 506  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 507  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 508  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 509  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 510  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 511  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 512  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 513  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 514  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 515  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 516  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 517  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 518  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 519  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 520  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 521  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 522  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 523  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 524  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 525  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 526  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 527  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 528  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 529  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 530  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 531  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 532  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 533  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 534  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 535  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 536  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 537  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 538  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 539  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 540  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 541  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 542  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 543  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 544  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 545  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 546  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 547  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 548  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 549  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 550  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 551  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 552  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 553  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 554  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 555  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 556  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 557  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 558  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 559  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 560  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 561  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 562  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 563  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 564  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 565  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 566  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 567  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 568  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 569  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 570  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 571  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 572  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 573  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 574  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 575  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 576  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 577  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 578  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 579  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 580  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 581  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 582  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 583  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 584  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 585  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 586  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 587  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 588  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 589  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 590  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 591  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 592  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 593  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 594  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 595  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 596  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 597  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 598  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 599  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 600  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 601  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 602  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 603  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 604  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 605  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 606  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 607  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 608  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 609  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 610  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 611  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 612  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 613  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 614  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 615  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 616  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 617  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 618  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 619  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 620  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 621  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 622  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 623  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 624  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 625  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 626  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 627  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 628  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 629  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 630  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 631  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 632  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 633  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 634  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 635  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 636  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 637  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 638  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 639  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 640  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 641  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 642  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 643  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 644  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 645  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 646  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 647  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 648  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 649  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 650  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 651  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 652  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 653  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 654  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 655  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 656  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 657  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 658  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 659  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 660  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 661  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 662  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 663  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 664  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 665  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 666  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 667  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 668  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 669  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 670  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 671  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 672  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 673  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 674  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 675  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 676  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 677  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 678  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 679  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 680  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 681  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 682  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 683  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 684  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 685  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 686  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 687  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 688  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 689  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 690  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 691  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 692  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 693  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 694  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 695  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 696  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 697  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 698  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 699  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 700  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 701  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 702  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 703  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 704  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 705  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 706  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 707  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 708  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 709  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 710  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 711  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 712  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 713  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 714  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 715  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 716  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 717  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 718  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 719  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 720  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 721  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 722  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 723  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 724  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 725  breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 726                                                                                          
## 727                                                                                          
## 728                                                                                          
## 729                                                                                          
## 730                                                                                          
## 731                                                                                          
## 732                                                                                          
## 733                                                                                          
## 734                                                                                          
## 735                                                                                          
## 736                                                                                          
## 737                                                                                          
## 738                                                                                          
## 739                                                                                          
## 740                                                                                          
## 741                                                                                          
## 742                                                                                          
## 743                                                                                          
## 744                                                                                          
## 745                                                                                          
## 746                                                                                          
## 747                                                                                          
## 748                                                                                          
## 749                                                                                          
## 750                                                                                          
## 751                                                                                          
## 752                                                                                          
## 753                                                                                          
## 754                                                                                          
## 755                                                                                          
## 756                                                                                          
## 757                                                                                          
## 758                                                                                          
## 759                                                                                          
## 760                                                                                          
## 761                                                                                          
## 762                                                                                          
## 763                                                                                          
## 764                                                                                          
## 765                                                                                          
## 766                                                                                          
## 767                                                                                          
## 768                                                                                          
## 769                                                                                          
## 770                                                                                          
## 771                                                                                          
## 772                                                                                          
## 773                                                                                          
## 774                                                                                          
## 775                                                                                          
## 776                                                                                          
## 777                                                                                          
## 778                                                                                          
## 779                                                                                          
## 780                                                                                          
## 781                                                                                          
## 782                                                                                          
## 783                                                                                          
## 784                                                                                          
## 785                                                                                          
## 786                                                                                          
## 787                                                                                          
## 788                                                                                          
## 789                                                                                          
## 790                                                                                          
## 791                                                                                          
## 792                                                                                          
## 793                                                                                          
## 794                                                                                          
## 795                                                                                          
## 796                                                                                          
## 797                                                                                          
## 798                                                                                          
## 799                                                                                          
## 800                                                                                          
## 801                                                                                          
## 802                                                                                          
## 803                                                                                          
## 804                                                                                          
## 805                                                                                          
## 806                                                                                          
## 807                                                                                          
## 808                                                                                          
## 809                                                                                          
## 810                                                                                          
## 811                                                                                          
## 812                                                                                          
## 813                                                                                          
## 814                                                                                          
## 815                                                                                          
## 816                                                                                          
## 817                                                                                          
## 818                                                                                          
## 819                                                                                          
## 820                                                                                          
## 821                                                                                          
## 822                                                                                          
## 823                                                                                          
## 824                                                                                          
## 825                                                                                          
## 826                                                                                          
## 827                                                                                          
## 828                                                                                          
## 829                                                                                          
## 830                                                                                          
## 831                                                                                          
## 832                                                                                          
## 833                                                                                          
## 834                                                                                          
## 835                                                                                          
## 836                                                                                          
## 837                                                                                          
## 838                                                                                          
## 839                                                                                          
## 840                                                                                          
## 841                                                                                          
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## 843                                                                                          
## 844                                                                                          
## 845                                                                                          
## 846                                                                                          
## 847                                                                                          
## 848                                                                                          
## 849                                                                                          
## 850                                                                                          
## 851                                                                                          
## 852                                                                                          
## 853                                                                                          
## 854                                                                                          
## 855                                                                                          
## 856                                                                                          
## 857                                                                                          
## 858                                                                                          
## 859                                                                                          
## 860                                                                                          
## 861                                                                                          
## 862                                                                                          
## 863                                                                                          
## 864                                                                                          
## 865                                                                                          
## 866                                                                                          
## 867                                                                                          
## 868                                                                                          
## 869                                                                                          
## 870                                                                                          
## 871                                                                                          
## 872                                                                                          
## 873                                                                                          
## 874                                                                                          
## 875                                                                                          
## 876                                                                                          
## 877                                                                                          
## 878                                                                                          
## 879                                                                                          
## 880                                                                                          
## 881                                                                                          
## 882                                                                                          
## 883                                                                                          
## 884                                                                                          
## 885                                                                                          
## 886                                                                                          
## 887                                                                                          
## 888                                                                                          
## 889                                                                                          
## 890                                                                                          
## 891                                                                                          
## 892                                                                                          
## 893                                                                                          
## 894                                                                                          
## 895                                                                                          
## 896                                                                                          
## 897                                                                                          
## 898                                                                                          
## 899                                                                                          
## 900                                                                                          
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## 907                                                                                          
## 908                                                                                          
## 909                                                                                          
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## 911                                                                                          
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## 922                                                                                          
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## 976                                                                                          
## 977                                                                                          
## 978                                                                                          
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## 980                                                                                          
## 981                                                                                          
## 982                                                                                          
## 983                                                                                          
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## 985                                                                                          
## 986                                                                                          
## 987                                                                                          
## 988                                                                                          
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## 992                                                                                          
## 993                                                                                          
## 994                                                                                          
## 995                                                                                          
## 996                                                                                          
## 997                                                                                          
## 998                                                                                          
## 999                                                                                          
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## 1127                                                                                         
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## 1130                                                                                         
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## 1135                                                                                         
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## 1536                                                                                         
## 1537                                                                                         
## 1538                                                                                         
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## 1540                                                                                         
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## 1546                                                                                         
## 1547                                                                                         
## 1548                                                                                         
## 1549                                                                                         
## 1550                                                                                         
## 1551                                                                                         
## 1552                                                                                         
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## 2377                                                                                         
## 2378                                                                                         
## 2379                                                                                         
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## 2388                                                                                         
## 2389                                                                                         
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## 2393                                                                                         
## 2394                                                                                         
## 2395                                                                                         
## 2396                                                                                         
## 2397                                                                                         
## 2398                                                                                         
## 2399                                                                                         
## 2400                                                                                         
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## 2407                                                                                         
## 2408                                                                                         
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## 2442                                                                                         
## 2443                                                                                         
## 2444                                                                                         
## 2445                                                                                         
## 2446                                                                                         
## 2447                                                                                         
## 2448                                                                                         
## 2449                                                                                         
## 2450                                                                                         
## 2451                                                                                         
## 2452                                                                                         
## 2453                                                                                         
## 2454                                                                                         
## 2455                                                                                         
## 2456                                                                                         
## 2457                                                                                         
## 2458                                                                                         
## 2459                                                                                         
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## 2471                                                                                         
## 2472                                                                                         
## 2473                                                                                         
## 2474                                                                                         
## 2475                                                                                         
## 2476                                                                                         
## 2477                                                                                         
## 2478                                                                                         
## 2479                                                                                         
## 2480                                                                                         
## 2481                                                                                         
## 2482                                                                                         
## 2483                                                                                         
## 2484                                                                                         
## 2485                                                                                         
## 2486                                                                                         
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## 3380                                                                                         
## 3381                                                                                         
## 3382                                                                                         
## 3383                                                                                         
## 3384                                                                                         
## 3385                                                                                         
## 3386                                                                                         
## 3387                                                                                         
## 3388                                                                                         
## 3389                                                                                         
## 3390                                                                                         
## 3391                                                                                         
## 3392                                                                                         
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## 3446                                                                                         
## 3447                                                                                         
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## 3452                                                                                         
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## 3681                                                                                         
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## 3683                                                                                         
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## 3686                                                                                         
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## 3701                                                                                         
## 3702                                                                                         
## 3703                                                                                         
## 3704                                                                                         
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## 3706                                                                                         
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## 4226                                                                                         
## 4227                                                                                         
## 4228                                                                                         
## 4229                                                                                         
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## 4237                                                                                         
## 4238                                                                                         
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## 4240                                                                                         
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## 4246                                                                                         
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## 4248                                                                                         
## 4249                                                                                         
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## 4280                                                                                         
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## 4288                                                                                         
## 4289                                                                                         
## 4290                                                                                         
## 4291                                                                                         
## 4292                                                                                         
## 4293                                                                                         
## 4294                                                                                         
## 4295                                                                                         
## 4296                                                                                         
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## 4298                                                                                         
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## 4300                                                                                         
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## 5198                                                                                         
## 5199                                                                                         
## 5200                                                                                         
## 5201                                                                                         
## 5202                                                                                         
## 5203                                                                                         
## 5204                                                                                         
## 5205                                                                                         
## 5206                                                                                         
## 5207                                                                                         
## 5208                                                                                         
## 5209                                                                                         
## 5210                                                                                         
## 5211                                                                                         
## 5212                                                                                         
## 5213                                                                                         
## 5214                                                                                         
## 5215                                                                                         
## 5216                                                                                         
## 5217                                                                                         
## 5218                                                                                         
## 5219                                                                                         
## 5220                                                                                         
## 5221                                                                                         
## 5222                                                                                         
## 5223                                                                                         
## 5224                                                                                         
## 5225                                                                                         
## 5226                                                                                         
## 5227                                                                                         
## 5228                                                                                         
## 5229                                                                                         
## 5230                                                                                         
## 5231                                                                                         
## 5232                                                                                         
## 5233                                                                                         
## 5234                                                                                         
## 5235                                                                                         
## 5236                                                                                         
## 5237                                                                                         
## 5238                                                                                         
## 5239                                                                                         
## 5240                                                                                         
## 5241                                                                                         
## 5242                                                                                         
## 5243                                                                                         
## 5244                                                                                         
## 5245                                                                                         
## 5246                                                                                         
## 5247                                                                                         
## 5248                                                                                         
## 5249                                                                                         
## 5250                                                                                         
## 5251                                                                                         
## 5252                                                                                         
## 5253                                                                                         
## 5254                                                                                         
## 5255                                                                                         
## 5256                                                                                         
## 5257                                                                                         
## 5258                                                                                         
## 5259                                                                                         
## 5260                                                                                         
## 5261                                                                                         
## 5262                                                                                         
## 5263                                                                                         
## 5264                                                                                         
## 5265                                                                                         
## 5266                                                                                         
## 5267                                                                                         
## 5268                                                                                         
## 5269                                                                                         
## 5270                                                                                         
## 5271                                                                                         
## 5272                                                                                         
## 5273                                                                                         
## 5274                                                                                         
## 5275                                                                                         
## 5276                                                                                         
## 5277                                                                                         
## 5278                                                                                         
## 5279                                                                                         
## 5280                                                                                         
## 5281                                                                                         
## 5282                                                                                         
## 5283                                                                                         
## 5284                                                                                         
## 5285                                                                                         
## 5286                                                                                         
## 5287                                                                                         
## 5288                                                                                         
## 5289                                                                                         
## 5290                                                                                         
## 5291                                                                                         
## 5292                                                                                         
## 5293                                                                                         
## 5294                                                                                         
## 5295                                                                                         
## 5296                                                                                         
## 5297                                                                                         
## 5298                                                                                         
## 5299                                                                                         
## 5300                                                                                         
## 5301                                                                                         
## 5302                                                                                         
## 5303                                                                                         
## 5304                                                                                         
## 5305                                                                                         
## 5306                                                                                         
## 5307                                                                                         
## 5308                                                                                         
## 5309                                                                                         
## 5310                                                                                         
## 5311                                                                                         
## 5312                                                                                         
## 5313                                                                                         
## 5314                                                                                         
## 5315                                                                                         
## 5316                                                                                         
## 5317                                                                                         
## 5318                                                                                         
## 5319                                                                                         
## 5320                                                                                         
## 5321                                                                                         
## 5322                                                                                         
## 5323                                                                                         
## 5324                                                                                         
## 5325                                                                                         
## 5326                                                                                         
## 5327                                                                                         
## 5328                                                                                         
## 5329                                                                                         
## 5330                                                                                         
## 5331                                                                                         
## 5332                                                                                         
## 5333                                                                                         
## 5334                                                                                         
## 5335                                                                                         
## 5336                                                                                         
## 5337                                                                                         
## 5338                                                                                         
## 5339                                                                                         
## 5340                                                                                         
## 5341                                                                                         
## 5342                                                                                         
## 5343                                                                                         
## 5344                                                                                         
## 5345                                                                                         
## 5346                                                                                         
## 5347                                                                                         
## 5348                                                                                         
## 5349                                                                                         
## 5350                                                                                         
## 5351                                                                                         
## 5352                                                                                         
## 5353                                                                                         
## 5354                                                                                         
## 5355                                                                                         
## 5356                                                                                         
## 5357                                                                                         
## 5358                                                                                         
## 5359                                                                                         
## 5360                                                                                         
## 5361                                                                                         
## 5362                                                                                         
## 5363                                                                                         
## 5364                                                                                         
## 5365                                                                                         
## 5366                                                                                         
## 5367                                                                                         
## 5368                                                                                         
## 5369                                                                                         
## 5370                                                                                         
## 5371                                                                                         
## 5372                                                                                         
## 5373                                                                                         
## 5374                                                                                         
## 5375                                                                                         
## 5376                                                                                         
## 5377                                                                                         
## 5378                                                                                         
## 5379                                                                                         
## 5380                                                                                         
## 5381                                                                                         
## 5382                                                                                         
## 5383                                                                                         
## 5384                                                                                         
## 5385                                                                                         
## 5386                                                                                         
## 5387                                                                                         
## 5388                                                                                         
## 5389                                                                                         
## 5390                                                                                         
## 5391                                                                                         
## 5392                                                                                         
## 5393                                                                                         
## 5394                                                                                         
## 5395                                                                                         
## 5396                                                                                         
## 5397                                                                                         
## 5398                                                                                         
## 5399                                                                                         
## 5400                                                                                         
## 5401                                                                                         
## 5402                                                                                         
## 5403                                                                                         
## 5404                                                                                         
## 5405                                                                                         
## 5406                                                                                         
## 5407                                                                                         
## 5408                                                                                         
## 5409                                                                                         
## 5410                                                                                         
## 5411                                                                                         
## 5412                                                                                         
## 5413                                                                                         
## 5414                                                                                         
## 5415                                                                                         
## 5416                                                                                         
## 5417                                                                                         
## 5418                                                                                         
## 5419                                                                                         
## 5420                                                                                         
## 5421                                                                                         
## 5422                                                                                         
## 5423                                                                                         
## 5424                                                                                         
## 5425                                                                                         
## 5426                                                                                         
## 5427                                                                                         
## 5428                                                                                         
## 5429                                                                                         
## 5430                                                                                         
## 5431                                                                                         
## 5432                                                                                         
## 5433                                                                                         
## 5434                                                                                         
## 5435                                                                                         
## 5436                                                                                         
## 5437                                                                                         
## 5438                                                                                         
## 5439                                                                                         
## 5440                                                                                         
## 5441                                                                                         
## 5442                                                                                         
## 5443                                                                                         
## 5444                                                                                         
## 5445                                                                                         
## 5446                                                                                         
## 5447                                                                                         
## 5448                                                                                         
## 5449                                                                                         
## 5450                                                                                         
## 5451                                                                                         
## 5452                                                                                         
## 5453                                                                                         
## 5454                                                                                         
## 5455                                                                                         
## 5456                                                                                         
## 5457                                                                                         
## 5458                                                                                         
## 5459                                                                                         
## 5460                                                                                         
## 5461                                                                                         
## 5462                                                                                         
## 5463                                                                                         
## 5464                                                                                         
## 5465                                                                                         
## 5466                                                                                         
## 5467                                                                                         
## 5468                                                                                         
## 5469                                                                                         
## 5470                                                                                         
## 5471                                                                                         
## 5472                                                                                         
## 5473                                                                                         
## 5474                                                                                         
## 5475                                                                                         
## 5476                                                                                         
## 5477                                                                                         
## 5478                                                                                         
## 5479                                                                                         
## 5480                                                                                         
## 5481                                                                                         
## 5482                                                                                         
## 5483                                                                                         
## 5484                                                                                         
## 5485                                                                                         
## 5486                                                                                         
## 5487                                                                                         
## 5488                                                                                         
## 5489                                                                                         
## 5490                                                                                         
## 5491                                                                                         
## 5492                                                                                         
## 5493                                                                                         
## 5494                                                                                         
## 5495                                                                                         
## 5496                                                                                         
## 5497                                                                                         
## 5498                                                                                         
## 5499                                                                                         
## 5500                                                                                         
## 5501                                                                                         
## 5502                                                                                         
## 5503                                                                                         
## 5504                                                                                         
## 5505                                                                                         
## 5506                                                                                         
## 5507                                                                                         
## 5508                                                                                         
## 5509                                                                                         
## 5510                                                                                         
## 5511                                                                                         
## 5512                                                                                         
## 5513                                                                                         
## 5514                                                                                         
## 5515                                                                                         
## 5516                                                                                         
## 5517                                                                                         
## 5518                                                                                         
## 5519                                                                                         
## 5520                                                                                         
## 5521                                                                                         
## 5522                                                                                         
## 5523                                                                                         
## 5524                                                                                         
## 5525                                                                                         
## 5526                                                                                         
## 5527                                                                                         
## 5528                                                                                         
## 5529                                                                                         
## 5530                                                                                         
## 5531                                                                                         
## 5532                                                                                         
## 5533                                                                                         
## 5534                                                                                         
## 5535                                                                                         
## 5536                                                                                         
## 5537                                                                                         
## 5538                                                                                         
## 5539                                                                                         
## 5540                                                                                         
## 5541                                                                                         
## 5542                                                                                         
## 5543                                                                                         
## 5544                                                                                         
## 5545                                                                                         
## 5546                                                                                         
## 5547                                                                                         
## 5548                                                                                         
## 5549                                                                                         
## 5550                                                                                         
## 5551                                                                                         
## 5552                                                                                         
## 5553                                                                                         
## 5554                                                                                         
## 5555                                                                                         
##      days_alone animal_or_slicing_problems
## 1             1                       <NA>
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##  [ reached 'max' / getOption("max.print") -- omitted 23135 rows ]

AP Count

Importing NEW Action Potential Count Data

add_new_cells(
  new_raw_data_csv = "Data/new_AP_count.csv", # should ONLY have the new data you want
  cell_characteristics_csv = "Data/Cell-Characteristics.csv",
  old_raw_data_csv = "Data/AP_count_data.csv", # current data
  data_type = "AP_count",
  write_new_csv = "yes",
  new_file_name = "Data/AP_count_data.csv", # will add to this and overwrite the current version of this file
  decimal_places = 2,
  injection_start_time = 265.4,
  length_of_current_injection = 0.5
)
AP_count_data <- read.csv(here("Data/AP_count_data.csv"))

AP Parameters

Importing NEW Action Potential Parameter Data

add_new_cells(
  new_raw_data_csv = "Data/new_AP_parameters.csv", # should ONLY have the new data you want,
  cell_characteristics_csv = "Data/Cell-Characteristics.csv",
  old_raw_data_csv = "Data/AP_parameters.csv", # current data
  data_type = "AP_parameter",
  write_new_csv = "yes",
  new_file_name = "Data/AP_parameters.csv", # will add to this and overwrite the current version of this file (same as current data)
  decimal_places = 2,
  injection_start_time = 265.4,
  length_of_current_injection = 0.5
)
AP_data <- read.csv(here("Data/AP_parameters.csv"))

Theme and Colour Options

defining my colour theme

my_theme_colours <- data.frame(
  category = c(1, 2, 3, 2),
    treatment = c("Control", "Control", "Control", "AM251"),
  display_names = c("Naive", "Acute", "Repeated", "Acute with AM251"),
  colours = c("#ecc479", "#eb647e", "#005b96", "#C11C84"),
  very_pale_colours = c("#f5e0b3", "#f19cac", "#6497b1", "#FFADFF")
)

editing my theme options

library(tibble)

my_theme_options <- read.csv("Data/my_custom_theme_options.csv") %>%
  remove_rownames() %>%
  column_to_rownames(var = "option")

How many cells, and how long are they?

# acute
raw_eEPSC_df %>%
  filter(category == 2) %>%
  filter(time == 0) %>%
  group_by(treatment) %>%
  count(sex) %>%
  arrange(treatment, sex)
## # A tibble: 3 × 3
## # Groups:   treatment [2]
##   treatment sex        n
##   <chr>     <chr>  <int>
## 1 AM251     Female    10
## 2 Control   Female     8
## 3 Control   Male       8
# naive
raw_eEPSC_df %>%
  filter(category == 1) %>%
  filter(time == 0) %>%
  group_by(treatment) %>%
  count(sex) %>%
  arrange(treatment, sex)
## # A tibble: 2 × 3
## # Groups:   treatment [1]
##   treatment sex        n
##   <chr>     <chr>  <int>
## 1 Control   Female    10
## 2 Control   Male      13
# repeated
raw_eEPSC_df %>%
  filter(category == 3) %>%
  filter(time == 0) %>%
  group_by(treatment) %>%
  count(sex) %>%
  arrange(treatment, sex)
## # A tibble: 2 × 3
## # Groups:   treatment [1]
##   treatment sex        n
##   <chr>     <chr>  <int>
## 1 Control   Female     9
## 2 Control   Male      13

Length of Cells

raw_eEPSC_df %>%
  group_by(letter) %>%
  summarize(max_time = max(time))
## # A tibble: 71 × 2
##    letter max_time
##    <chr>     <dbl>
##  1 LS1        34.8
##  2 LS10       34.9
##  3 LS2        39.9
##  4 LS3        40.4
##  5 LS4        39.9
##  6 LS5        40  
##  7 LS6        35.2
##  8 LS7        34.9
##  9 LS8        34.9
## 10 LS9        34.9
## # ℹ 61 more rows

Raw Plots per Cell

Normalizing Data:

normalized_raw_eEPSC_df <- make_normalized_EPSC_data(
  filename = "Data/raw_eEPSC_df.csv",
  current_type = "eEPSC",
  min_time_value = 0,
  max_time_value = 30,
  interval_length = 5,
  baseline_length = 5,
  negative_transform_currents = "yes" # because the raw amplitudes are negative
)

Raw ACUTE Plots for each cell:

raw_eEPSC_acute_plots <- plot_raw_current_data(
 data = normalized_raw_eEPSC_df, # why are RMA3 and RMA4 not showing up (May 2025)
 # no longer filtering bad cells RMA5 and RMA7 (2025/6/16)
  plot_treatment = "Control", # RMA3 and RMA4 were not showing up because they had "control" instead of "Control" and "female" instead of "Female" (May 2025)
  plot_category = 2, # 2 is acute restraint, 1 is naive
  current_type = "eEPSC",
  y_variable = "P1",
  pruned = "no",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

 raw_eEPSC_acute_plots
## $RMA3

## 
## $RMA4

## 
## $RMA1

## 
## $RMA2

## 
## $RMA6

## 
## $RMA8

## 
## $RMA10

## 
## $RMA9

## 
## $SW1_MA1

## 
## $SW2_MA2

## 
## $SW3_MA3

## 
## $SW4_MA4

## 
## $SW5_MA5

## 
## $TW1_MA6

## 
## $TW2_MA7

## 
## $TW3_MA8

Raw ACUTE Plots for each cell with AM251:

raw_eEPSC_acute_plots_AM251 <- plot_raw_current_data(
 data = normalized_raw_eEPSC_df,
  plot_treatment = "AM251",
  plot_category = 2, # 2 is acute restraint, 1 is naive
  current_type = "eEPSC",
  y_variable = "P1",
  pruned = "no",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

 raw_eEPSC_acute_plots_AM251
## $RMA1A

## 
## $RMA3A

## 
## $RMA4A

## 
## $RMA5A

## 
## $RMA6A

## 
## $RMA10A

## 
## $RMA9A

## 
## $RMA2A

## 
## $RMA7A

## 
## $RMA8A

Raw Naive Plots for each cell:

raw_eEPSC_naive_plots <- plot_raw_current_data(
 data = normalized_raw_eEPSC_df,
  plot_treatment = "Control",
  plot_category = 1,
  current_type = "eEPSC",
  y_variable = "P1",
  pruned = "no",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

 raw_eEPSC_naive_plots
## $LS1

## 
## $LS10

## 
## $LS2

## 
## $LS3

## 
## $LS4

## 
## $LS5

## 
## $LS6

## 
## $LS7

## 
## $LS8

## 
## $LS9

## 
## $MN11

## 
## $MN12

## 
## $MN13

## 
## $SW10_MN5

## 
## $SW6_MN1

## 
## $SW7_MN2

## 
## $SW8_MN3

## 
## $SW9_MN4

## 
## $TM1_MN6

## 
## $TM2_MN7

## 
## $TM3_MN8

## 
## $TM4_MN9

## 
## $TM5_MN10

# remove the title ("Recording LS10") and subtitle ("Treatment: Control Sex: Female")
# LS10_plot <- raw_eEPSC_naive_plots$LS10 + theme(plot.subtitle = element_blank(), plot.title = element_blank())

# LS10_plot

#fixing the y-axis
# LS10_final_plot <- LS10_plot + ylim(0,550)

# LS10_final_plot

# saving as png to figure folder
#ggsave(LS10_final_plot, path = here("Figures"), file = "LS10_final_plot.png", width = 7, height = 5, units = "in", dpi = 300)

Raw REPEATED Plots for each cell:

raw_eEPSC_repeated_plots <- plot_raw_current_data(
 data = normalized_raw_eEPSC_df, # why are RMA3 and RMA4 not showing up (May 2025)
 # no longer filtering bad cells RMA5 and RMA7 (2025/6/16)
  plot_treatment = "Control", # RMA3 and RMA4 were not showing up because they had "control" instead of "Control" and "female" instead of "Female" (May 2025)
  plot_category = 3, # 3 is repeated, 2 is acute restraint, 1 is naive
  current_type = "eEPSC",
  y_variable = "P1",
  pruned = "no",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

 raw_eEPSC_repeated_plots
## $RMR1

## 
## $RMR2

## 
## $RMR4

## 
## $RMR5

## 
## $RMR3

## 
## $RMR6

## 
## $MR1

## 
## $MR10

## 
## $MR11

## 
## $MR12

## 
## $MR13

## 
## $MR2

## 
## $MR3

## 
## $MR4

## 
## $MR5

## 
## $MR6

## 
## $MR7

## 
## $MR8

## 
## $MR9

## 
## $RMR8

## 
## $RMR10

## 
## $RMR9

## Pruned Plots per Cell Prune full cells from the normalized raw data:

# pruning averages data per minute

pruned_eEPSC_df <- make_pruned_EPSC_data(
  data = normalized_raw_eEPSC_df,
  current_type = "eEPSC",
  min_time_value = 0,
  max_time_value = 30,
  baseline_length = 5,
  interval_length = 1
)

pruned_eEPSC_df$individual_cells
## # A tibble: 2,126 × 16
##    category letter sex    treatment interval_pruned mean_P1 sd_P1     n    se
##    <fct>    <fct>  <fct>  <fct>     <fct>             <dbl> <dbl> <dbl> <dbl>
##  1 1        LS1    Female Control   t0to1              25.5  19.2    13  5.31
##  2 1        LS1    Female Control   t1to2              31.7  17.9    12  5.18
##  3 1        LS1    Female Control   t2to3              26.5  20.0    12  5.76
##  4 1        LS1    Female Control   t3to4              31.4  20.8    12  6   
##  5 1        LS1    Female Control   t4to5              20.7  16.9    12  4.87
##  6 1        LS1    Female Control   t5to6              35.1  23.5    12  6.78
##  7 1        LS1    Female Control   t6to7              23.2  18.0    12  5.18
##  8 1        LS1    Female Control   t7to8              26.1  18.5    12  5.34
##  9 1        LS1    Female Control   t8to9              30.4  25.8    12  7.45
## 10 1        LS1    Female Control   t9to10             29.6  15.7    12  4.53
## # ℹ 2,116 more rows
## # ℹ 7 more variables: cv <dbl>, cv_inverse_square <dbl>, time <dbl>,
## #   baseline_mean <dbl>, synapses <fct>, days_alone <fct>,
## #   animal_or_slicing_problems <fct>

Plot Pruned NAIVE Data

pruned_eEPSC_naive_plots <- plot_raw_current_data(
  data = pruned_eEPSC_df$individual_cells,
  plot_treatment = "Control",
  plot_category = 1,
  current_type = "eEPSC",
  y_variable = "mean_P1",
  pruned = "yes",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

pruned_eEPSC_naive_plots
## $LS1

## 
## $LS10

## 
## $LS2

## 
## $LS3

## 
## $LS4

## 
## $LS5

## 
## $LS6

## 
## $LS7

## 
## $LS8

## 
## $LS9

## 
## $MN11

## 
## $MN12

## 
## $MN13

## 
## $SW10_MN5

## 
## $SW6_MN1

## 
## $SW7_MN2

## 
## $SW8_MN3

## 
## $SW9_MN4

## 
## $TM1_MN6

## 
## $TM2_MN7

## 
## $TM3_MN8

## 
## $TM4_MN9

## 
## $TM5_MN10

Plot Pruned ACUTE Data

pruned_eEPSC_acute_plots <- plot_raw_current_data(
  data = pruned_eEPSC_df$individual_cells,
  plot_treatment = "Control",
  plot_category = 2,
  current_type = "eEPSC",
  y_variable = "mean_P1",
  pruned = "yes",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

pruned_eEPSC_acute_plots
## $RMA1

## 
## $RMA10

## 
## $RMA2

## 
## $RMA3

## 
## $RMA4

## 
## $RMA6

## 
## $RMA8

## 
## $RMA9

## 
## $SW1_MA1

## 
## $SW2_MA2

## 
## $SW3_MA3

## 
## $SW4_MA4

## 
## $SW5_MA5

## 
## $TW1_MA6

## 
## $TW2_MA7

## 
## $TW3_MA8

Plot Pruned ACUTE Data with AM251

pruned_eEPSC_acute_plots_AM251 <- plot_raw_current_data(
  data = pruned_eEPSC_df$individual_cells,
  plot_treatment = "AM251",
  plot_category = 2,
  current_type = "eEPSC",
  y_variable = "mean_P1",
  pruned = "yes",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

pruned_eEPSC_acute_plots_AM251
## $RMA10A

## 
## $RMA1A

## 
## $RMA2A

## 
## $RMA3A

## 
## $RMA4A

## 
## $RMA5A

## 
## $RMA6A

## 
## $RMA7A

## 
## $RMA8A

## 
## $RMA9A

Plot Pruned REPEATED Data

pruned_eEPSC_repeated_plots <- plot_raw_current_data(
  data = pruned_eEPSC_df$individual_cells,
  plot_treatment = "Control",
  plot_category = 3,
  current_type = "eEPSC",
  y_variable = "mean_P1",
  pruned = "yes",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  theme_options = my_theme_options,
  treatment_colour_theme = my_theme_colours
)

pruned_eEPSC_repeated_plots
## $MR1

## 
## $MR10

## 
## $MR11

## 
## $MR12

## 
## $MR13

## 
## $MR2

## 
## $MR3

## 
## $MR4

## 
## $MR5

## 
## $MR6

## 
## $MR7

## 
## $MR8

## 
## $MR9

## 
## $RMR1

## 
## $RMR10

## 
## $RMR2

## 
## $RMR3

## 
## $RMR4

## 
## $RMR5

## 
## $RMR6

## 
## $RMR8

## 
## $RMR9

# MR11, MR12, maybe MR7 baselines might be questionable

Summary Plots

Summary DATA

summary_eEPSC_df <- make_summary_EPSC_data(
  data = normalized_raw_eEPSC_df, # not pruned
  current_type = "eEPSC",
  save_output_as_RDS = "no",
  baseline_interval = "t0to5",
  ending_interval = "t25to30"
)
summary_eEPSC_df # what I will use in my summary data stuff and plots from now on
## $percent_change_data
## # A tibble: 71 × 18
## # Groups:   category, treatment, letter [71]
##    category letter sex    treatment   age animal     X     Y synapses days_alone
##    <fct>    <fct>  <fct>  <fct>     <dbl>  <dbl> <dbl> <dbl> <fct>    <fct>     
##  1 1        LS1    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  2 1        LS10   Female Control      NA     NA    NA    NA Glutama… <NA>      
##  3 1        LS2    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  4 1        LS3    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  5 1        LS4    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  6 1        LS5    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  7 1        LS6    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  8 1        LS7    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  9 1        LS8    Female Control      NA     NA    NA    NA Glutama… <NA>      
## 10 1        LS9    Female Control      NA     NA    NA    NA Glutama… <NA>      
## # ℹ 61 more rows
## # ℹ 8 more variables: animal_or_slicing_problems <fct>, t0to5 <dbl>,
## #   t5to10 <dbl>, t10to15 <dbl>, t15to20 <dbl>, t20to25 <dbl>, t25to30 <dbl>,
## #   percent_change <dbl>
## 
## $summary_data
## # A tibble: 426 × 22
##    category letter sex    treatment interval mean_P1_transformed mean_P1_raw
##    <fct>    <fct>  <fct>  <fct>     <fct>                  <dbl>       <dbl>
##  1 1        LS1    Female Control   t0to5                  100          27.1
##  2 1        LS1    Female Control   t5to10                 106.         28.9
##  3 1        LS1    Female Control   t10to15                109.         29.5
##  4 1        LS1    Female Control   t15to20                143.         38.8
##  5 1        LS1    Female Control   t20to25                104.         28.2
##  6 1        LS1    Female Control   t25to30                118.         32  
##  7 1        LS10   Female Control   t0to5                  100          53.3
##  8 1        LS10   Female Control   t5to10                  84.1        44.8
##  9 1        LS10   Female Control   t10to15                 90.0        48.0
## 10 1        LS10   Female Control   t15to20                 84.9        45.2
## # ℹ 416 more rows
## # ℹ 15 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## #   cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## #   animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## #   days_alone <fct>, animal_or_slicing_problems <fct>
## 
## $mean_SE
## # A tibble: 7 × 10
## # Groups:   category, treatment [4]
##   category treatment sex        n mean_baseline_raw_P1 sd_baseline_raw_P1
##   <fct>    <fct>     <fct>  <int>                <dbl>              <dbl>
## 1 1        Control   Female    10                 41.5               18.6
## 2 1        Control   Male      13                 92.5               39.8
## 3 2        AM251     Female    10                 67.6               41.5
## 4 2        Control   Female     8                 66.6               27.4
## 5 2        Control   Male       8                116.                90.5
## 6 3        Control   Female     9                 80.9               61.9
## 7 3        Control   Male      13                 93.0               68.3
## # ℹ 4 more variables: se_baseline_raw_P1 <dbl>, mean_ending_raw_P1 <dbl>,
## #   sd_ending_raw_P1 <dbl>, se_ending_raw_P1 <dbl>
# gives percent change, mean, and SE

# Summary Plots (use PRUNED data, for visual ease, but t-tests are done with the SUMMARY data)

# Category 1 is naive, 2 is acute

testing assumptions

testing assumptions for naive FEMALE summary data

naive_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "1") %>% filter(treatment == "Control") %>%
  mutate(
    naive_difference0to5_vs_25to30 = t25to30 - t0to5,
    naive_difference0to5_vs_20to25 = t20to25 - t0to5,
    naive_difference0to5_vs_15to20 = t15to20 - t0to5,
    naive_difference0to5_vs_10to15 = t10to15 - t0to5,
    naive_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_25to30)
## 
##  Shapiro-Wilk normality test
## 
## data:  naive_difference_evoked_df$naive_difference0to5_vs_25to30
## W = 0.93594, p-value = 0.5088
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_20to25)
## 
##  Shapiro-Wilk normality test
## 
## data:  naive_difference_evoked_df$naive_difference0to5_vs_20to25
## W = 0.89546, p-value = 0.1952
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_15to20)
## 
##  Shapiro-Wilk normality test
## 
## data:  naive_difference_evoked_df$naive_difference0to5_vs_15to20
## W = 0.94638, p-value = 0.6259
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_10to15)
## 
##  Shapiro-Wilk normality test
## 
## data:  naive_difference_evoked_df$naive_difference0to5_vs_10to15
## W = 0.95486, p-value = 0.726
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_5to10)
## 
##  Shapiro-Wilk normality test
## 
## data:  naive_difference_evoked_df$naive_difference0to5_vs_5to10
## W = 0.88069, p-value = 0.1329
# all p-values are greater than 0.05 -> fail to reject the null hypothesis that they are normally distributed -> the data is normally distributed


bartlett.test(list(naive_difference_evoked_df$naive_difference0to5_vs_25to30, naive_difference_evoked_df$naive_difference0to5_vs_20to25, naive_difference_evoked_df$naive_difference0to5_vs_15to20, naive_difference_evoked_df$naive_difference0to5_vs_10to15, naive_difference_evoked_df$naive_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(naive_difference_evoked_df$naive_difference0to5_vs_25to30, naive_difference_evoked_df$naive_difference0to5_vs_20to25, naive_difference_evoked_df$naive_difference0to5_vs_15to20, naive_difference_evoked_df$naive_difference0to5_vs_10to15, naive_difference_evoked_df$naive_difference0to5_vs_5to10)
## Bartlett's K-squared = 0.84764, df = 4, p-value = 0.9319
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal

testing assumptions for naive MALE summary data

male_naive_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Male") %>% filter(category == "1") %>% filter(treatment == "Control") %>%
  mutate(
    male_naive_difference0to5_vs_25to30 = t25to30 - t0to5,
    male_naive_difference0to5_vs_20to25 = t20to25 - t0to5,
    male_naive_difference0to5_vs_15to20 = t15to20 - t0to5,
    male_naive_difference0to5_vs_10to15 = t10to15 - t0to5,
    male_naive_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30)
## 
##  Shapiro-Wilk normality test
## 
## data:  male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30
## W = 0.96869, p-value = 0.8782
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25)
## 
##  Shapiro-Wilk normality test
## 
## data:  male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25
## W = 0.95477, p-value = 0.672
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20)
## 
##  Shapiro-Wilk normality test
## 
## data:  male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20
## W = 0.96555, p-value = 0.8362
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15)
## 
##  Shapiro-Wilk normality test
## 
## data:  male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15
## W = 0.87333, p-value = 0.05797
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10)
## 
##  Shapiro-Wilk normality test
## 
## data:  male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10
## W = 0.94425, p-value = 0.5142
# all p-values are greater than 0.05 -> fail to reject the null hypothesis that they are normally distributed -> the data is normally distributed

bartlett.test(list(male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30, male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25, male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20, male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15, male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30, male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25, male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20, male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15, male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10)
## Bartlett's K-squared = 0.79217, df = 4, p-value = 0.9395
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal

testing assumptions for ACUTE FEMALE summary data

acute_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "2") %>% filter(treatment == "Control") %>%
  mutate(
    acute_difference0to5_vs_25to30 = t25to30 - t0to5,
    acute_difference0to5_vs_20to25 = t20to25 - t0to5,
    acute_difference0to5_vs_15to20 = t15to20 - t0to5,
    acute_difference0to5_vs_10to15 = t10to15 - t0to5,
    acute_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_25to30) # not showing up
## 
##  Shapiro-Wilk normality test
## 
## data:  acute_difference_evoked_df$acute_difference0to5_vs_25to30
## W = 0.92939, p-value = 0.5105
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_25to30)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_25to30)

shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_20to25) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  acute_difference_evoked_df$acute_difference0to5_vs_20to25
## W = 0.94074, p-value = 0.6184
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_20to25)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_20to25)

shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_15to20) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  acute_difference_evoked_df$acute_difference0to5_vs_15to20
## W = 0.94103, p-value = 0.6212
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_15to20)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_15to20)

shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_10to15) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  acute_difference_evoked_df$acute_difference0to5_vs_10to15
## W = 0.97512, p-value = 0.9349
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_10to15)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_10to15)

shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_5to10) # NOT normal
## 
##  Shapiro-Wilk normality test
## 
## data:  acute_difference_evoked_df$acute_difference0to5_vs_5to10
## W = 0.68468, p-value = 0.00151
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_5to10)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_5to10)

# the 5 to 10 minute and 25 to 30 minute periods have p-values less than 0.05 are are not normal


bartlett.test(list(acute_difference_evoked_df$acute_difference0to5_vs_25to30, acute_difference_evoked_df$acute_difference0to5_vs_20to25, acute_difference_evoked_df$acute_difference0to5_vs_15to20, acute_difference_evoked_df$acute_difference0to5_vs_10to15, acute_difference_evoked_df$acute_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(acute_difference_evoked_df$acute_difference0to5_vs_25to30, acute_difference_evoked_df$acute_difference0to5_vs_20to25, acute_difference_evoked_df$acute_difference0to5_vs_15to20, acute_difference_evoked_df$acute_difference0to5_vs_10to15, acute_difference_evoked_df$acute_difference0to5_vs_5to10)
## Bartlett's K-squared = 2.0874, df = 4, p-value = 0.7197
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal

testing assumptions for ACUTE FEMALE summary data with AM251

am251_acute_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "2") %>% filter(treatment == "AM251") %>%
  mutate(
    am251_acute_difference0to5_vs_25to30 = t25to30 - t0to5,
    am251_acute_difference0to5_vs_20to25 = t20to25 - t0to5,
    am251_acute_difference0to5_vs_15to20 = t15to20 - t0to5,
    am251_acute_difference0to5_vs_10to15 = t10to15 - t0to5,
    am251_acute_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30
## W = 0.95588, p-value = 0.7381
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25
## W = 0.89806, p-value = 0.2086
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20
## W = 0.94388, p-value = 0.597
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15
## W = 0.96305, p-value = 0.82
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10) # NOT normal
## 
##  Shapiro-Wilk normality test
## 
## data:  am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10
## W = 0.80672, p-value = 0.0175
# the 5 to 10 minute have p-values less than 0.05 are are not normal


bartlett.test(list(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10)
## Bartlett's K-squared = 1.6317, df = 4, p-value = 0.8031
  # p-value is LESS than 0.05 -> variances are NOT equal

testing assumptions for ACUTE MALE summary data

male_acute_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Male") %>% filter(category == "2") %>% filter(treatment == "Control") %>%
  mutate(
    male_acute_difference0to5_vs_25to30 = t25to30 - t0to5,
    male_acute_difference0to5_vs_20to25 = t20to25 - t0to5,
    male_acute_difference0to5_vs_15to20 = t15to20 - t0to5,
    male_acute_difference0to5_vs_10to15 = t10to15 - t0to5,
    male_acute_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30) # not normal
## 
##  Shapiro-Wilk normality test
## 
## data:  male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30
## W = 0.81814, p-value = 0.04461
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25) # not normal
## 
##  Shapiro-Wilk normality test
## 
## data:  male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25
## W = 0.79072, p-value = 0.02275
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20
## W = 0.95308, p-value = 0.7422
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15) # normal
## 
##  Shapiro-Wilk normality test
## 
## data:  male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15
## W = 0.8846, p-value = 0.2083
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10) # not normal
## 
##  Shapiro-Wilk normality test
## 
## data:  male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10
## W = 0.79343, p-value = 0.02433
bartlett.test(list(male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30, male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25, male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20, male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15, male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30, male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25, male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20, male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15, male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10)
## Bartlett's K-squared = 4.6495, df = 4, p-value = 0.3252
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal

testing assumptions for REPEATED female summary data

rr_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "3") %>% filter(treatment == "Control") %>%
  mutate(
    rr_difference0to5_vs_25to30 = t25to30 - t0to5,
    rr_difference0to5_vs_20to25 = t20to25 - t0to5,
    rr_difference0to5_vs_15to20 = t15to20 - t0to5,
    rr_difference0to5_vs_10to15 = t10to15 - t0to5,
    rr_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_25to30) 
## 
##  Shapiro-Wilk normality test
## 
## data:  rr_difference_evoked_df$rr_difference0to5_vs_25to30
## W = 0.75407, p-value = 0.006044
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_20to25) 
## 
##  Shapiro-Wilk normality test
## 
## data:  rr_difference_evoked_df$rr_difference0to5_vs_20to25
## W = 0.79572, p-value = 0.01824
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_15to20) 
## 
##  Shapiro-Wilk normality test
## 
## data:  rr_difference_evoked_df$rr_difference0to5_vs_15to20
## W = 0.79069, p-value = 0.01598
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_10to15) 
## 
##  Shapiro-Wilk normality test
## 
## data:  rr_difference_evoked_df$rr_difference0to5_vs_10to15
## W = 0.92942, p-value = 0.4759
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_5to10) 
## 
##  Shapiro-Wilk normality test
## 
## data:  rr_difference_evoked_df$rr_difference0to5_vs_5to10
## W = 0.88381, p-value = 0.1721
# all p-values are greater than 0.05 -> fail to reject the null hypothesis that they are normally distributed -> the data is normally distributed


bartlett.test(list(rr_difference_evoked_df$rr_difference0to5_vs_25to30, rr_difference_evoked_df$rr_difference0to5_vs_20to25, rr_difference_evoked_df$rr_difference0to5_vs_15to20, rr_difference_evoked_df$rr_difference0to5_vs_10to15, rr_difference_evoked_df$rr_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(rr_difference_evoked_df$rr_difference0to5_vs_25to30, rr_difference_evoked_df$rr_difference0to5_vs_20to25, rr_difference_evoked_df$rr_difference0to5_vs_15to20, rr_difference_evoked_df$rr_difference0to5_vs_10to15, rr_difference_evoked_df$rr_difference0to5_vs_5to10)
## Bartlett's K-squared = 17.3, df = 4, p-value = 0.00169
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal

testing assumptions for REPEATED male summary data

male_rr_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Male") %>% filter(category == "3") %>% filter(treatment == "Control") %>%
  mutate(
    male_rr_difference0to5_vs_25to30 = t25to30 - t0to5,
    male_rr_difference0to5_vs_20to25 = t20to25 - t0to5,
    male_rr_difference0to5_vs_15to20 = t15to20 - t0to5,
    male_rr_difference0to5_vs_10to15 = t10to15 - t0to5,
    male_rr_difference0to5_vs_5to10 = t5to10 - t0to5,
         )

shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30) 
## 
##  Shapiro-Wilk normality test
## 
## data:  male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30
## W = 0.60994, p-value = 7.989e-05
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25) 
## 
##  Shapiro-Wilk normality test
## 
## data:  male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25
## W = 0.73445, p-value = 0.001255
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20) 
## 
##  Shapiro-Wilk normality test
## 
## data:  male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20
## W = 0.83265, p-value = 0.0171
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15) 
## 
##  Shapiro-Wilk normality test
## 
## data:  male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15
## W = 0.79733, p-value = 0.006338
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10) 
## 
##  Shapiro-Wilk normality test
## 
## data:  male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10
## W = 0.72792, p-value = 0.001071
# NONE of p-values are less than 0.05 -> reject the null hypothesis that they are normally distributed -> the data is NOT normally distributed


bartlett.test(list(male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30, male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25, male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20, male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15, male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10))
## 
##  Bartlett test of homogeneity of variances
## 
## data:  list(male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30, male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25, male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20, male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15, male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10)
## Bartlett's K-squared = 4.456, df = 4, p-value = 0.3478
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal

t-test for summary plots

t_test_female_naive <-perform_t_tests_for_summary_plot(
  data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"),
  test_category = 1,
  include_all_treatments = "no",
  list_of_treatments = c("Control"),
  current_type = "eEPSC",
  parameter = "amplitude",
  baseline_interval = "t0to5",
  interval_length = 5,
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

t_test_male_naive <-perform_t_tests_for_summary_plot(
  data = summary_eEPSC_df$summary_data %>% filter(sex == "Male"),
  test_category = 1,
  include_all_treatments = "no",
  list_of_treatments = c("Control"),
  current_type = "eEPSC",
  parameter = "amplitude",
  baseline_interval = "t0to5",
  interval_length = 5,
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

t_test_female_acute <-perform_t_tests_for_summary_plot(
  data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"),
  test_category = 2,
  include_all_treatments = "no",
  list_of_treatments = c("Control"),
  current_type = "eEPSC",
  parameter = "amplitude",
  baseline_interval = "t0to5",
  interval_length = 5,
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

t_test_female_acute_am251 <-perform_t_tests_for_summary_plot(
  data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"), 
  test_category = 2,
  include_all_treatments = "no",
  list_of_treatments = c("AM251"),
  current_type = "eEPSC",
  parameter = "amplitude",
  baseline_interval = "t0to5",
  interval_length = 5,
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

t_test_male_acute <-perform_t_tests_for_summary_plot(
  data = summary_eEPSC_df$summary_data %>% filter(sex == "Male"), 
  test_category = 2,
  include_all_treatments = "no",
  list_of_treatments = c("Control"),
  current_type = "eEPSC",
  parameter = "amplitude",
  baseline_interval = "t0to5",
  interval_length = 5,
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

t_test_female_repeated <-perform_t_tests_for_summary_plot(
  data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"), 
  test_category = 3,
  include_all_treatments = "no",
  list_of_treatments = c("Control"),
  current_type = "eEPSC",
  parameter = "amplitude",
  baseline_interval = "t0to5",
  interval_length = 5,
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)


t_test_female_naive
##    group2 asterisk_time treatment                 .y. group1 n1 n2 statistic df
## 1 t10to15          12.5   Control mean_P1_transformed  t0to5 10 10     -1.12  9
## 2 t15to20          17.5   Control mean_P1_transformed  t0to5 10 10     -2.05  9
## 3 t20to25          22.5   Control mean_P1_transformed  t0to5 10 10     -1.00  9
## 4 t25to30          27.5   Control mean_P1_transformed  t0to5 10 10     -1.06  9
## 5  t5to10           7.5   Control mean_P1_transformed  t0to5 10 10     -1.83  9
##       p p.adj p.adj.signif p_string significance_stars
## 1 0.292 0.876           ns     0.88                   
## 2 0.071 0.355           ns     0.36                   
## 3 0.342 0.876           ns     0.88                   
## 4 0.315 0.876           ns     0.88                   
## 5 0.100 0.399           ns     0.40
t_test_male_naive
##    group2 asterisk_time treatment                 .y. group1 n1 n2 statistic df
## 1 t10to15          12.5   Control mean_P1_transformed  t0to5 13 13      1.94 12
## 2 t15to20          17.5   Control mean_P1_transformed  t0to5 13 13      3.08 12
## 3 t20to25          22.5   Control mean_P1_transformed  t0to5 13 13      3.07 12
## 4 t25to30          27.5   Control mean_P1_transformed  t0to5 13 13      4.08 12
## 5  t5to10           7.5   Control mean_P1_transformed  t0to5 13 13     -0.31 12
##       p p.adj p.adj.signif p_string significance_stars
## 1 0.076 0.152           ns     0.15                   
## 2 0.010 0.038            *    0.038                  *
## 3 0.010 0.038            *    0.038                  *
## 4 0.002 0.008           **    0.008                 **
## 5 0.762 0.762           ns     0.76
t_test_female_acute
##    group2 asterisk_time treatment                 .y. group1 n1 n2 statistic df
## 1 t10to15          12.5   Control mean_P1_transformed  t0to5  8  8      1.25  7
## 2 t15to20          17.5   Control mean_P1_transformed  t0to5  8  8      3.23  7
## 3 t20to25          22.5   Control mean_P1_transformed  t0to5  8  8      5.50  7
## 4 t25to30          27.5   Control mean_P1_transformed  t0to5  8  8      5.05  7
## 5  t5to10           7.5   Control mean_P1_transformed  t0to5  8  8     -1.07  7
##          p p.adj p.adj.signif p_string significance_stars
## 1 0.251000 0.502           ns     0.50                   
## 2 0.014000 0.043            *    0.043                  *
## 3 0.000907 0.005           **    0.005                 **
## 4 0.001000 0.006           **    0.006                 **
## 5 0.319000 0.502           ns     0.50
t_test_female_acute_am251
##    group2 asterisk_time treatment                 .y. group1 n1 n2 statistic df
## 1 t10to15          12.5     AM251 mean_P1_transformed  t0to5 10 10      1.01  9
## 2 t15to20          17.5     AM251 mean_P1_transformed  t0to5 10 10      1.65  9
## 3 t20to25          22.5     AM251 mean_P1_transformed  t0to5 10 10      2.00  9
## 4 t25to30          27.5     AM251 mean_P1_transformed  t0to5 10 10      2.42  9
## 5  t5to10           7.5     AM251 mean_P1_transformed  t0to5 10 10     -0.47  9
##       p p.adj p.adj.signif p_string significance_stars
## 1 0.340 0.680           ns     0.68                   
## 2 0.134 0.402           ns     0.40                   
## 3 0.076 0.304           ns     0.30                   
## 4 0.039 0.194           ns     0.19                   
## 5 0.650 0.680           ns     0.68
t_test_male_acute
##    group2 asterisk_time treatment                 .y. group1 n1 n2 statistic df
## 1 t10to15          12.5   Control mean_P1_transformed  t0to5  8  8     -0.02  7
## 2 t15to20          17.5   Control mean_P1_transformed  t0to5  8  8      0.13  7
## 3 t20to25          22.5   Control mean_P1_transformed  t0to5  8  8      0.63  7
## 4 t25to30          27.5   Control mean_P1_transformed  t0to5  8  8      0.38  7
## 5  t5to10           7.5   Control mean_P1_transformed  t0to5  8  8     -0.39  7
##       p p.adj p.adj.signif p_string significance_stars
## 1 0.982     1           ns   > 0.99                   
## 2 0.904     1           ns   > 0.99                   
## 3 0.547     1           ns   > 0.99                   
## 4 0.713     1           ns   > 0.99                   
## 5 0.709     1           ns   > 0.99
t_test_female_repeated
##    group2 asterisk_time treatment                 .y. group1 n1 n2 statistic df
## 1 t10to15          12.5   Control mean_P1_transformed  t0to5  9  9      1.48  8
## 2 t15to20          17.5   Control mean_P1_transformed  t0to5  9  9      2.96  8
## 3 t20to25          22.5   Control mean_P1_transformed  t0to5  9  9      2.55  8
## 4 t25to30          27.5   Control mean_P1_transformed  t0to5  9  9      2.11  8
## 5  t5to10           7.5   Control mean_P1_transformed  t0to5  9  9     -0.22  8
##       p p.adj p.adj.signif p_string significance_stars
## 1 0.178 0.356           ns     0.36                   
## 2 0.018 0.091           ns    0.091                   
## 3 0.034 0.136           ns     0.14                   
## 4 0.068 0.204           ns     0.20                   
## 5 0.829 0.829           ns     0.83

Summary Plots (use PRUNED data, for visual ease, but t-tests are done with the SUMMARY data) ### summary plots Naive FEMALE Summary:

naive_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells,
  plot_category = 1,
  plot_treatment = "Control",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "female",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_female_naive,
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none")

naive_summary_plot

# saving as png to figure folder
# ggsave(naive_summary_plot, path = here("Figures"), file = "naive_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

Naive MALE Summary:

male_naive_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells,
  plot_category = 1,
  plot_treatment = "Control",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "male",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_male_naive,
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none")

male_naive_summary_plot

# ggsave(male_naive_summary_plot, path = here("Figures"), file = "male_naive_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

Acute FEMALE Summary:

acute_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells, 
  plot_category = 2,
  plot_treatment = "Control",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "female",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_female_acute, # proper t-test
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in

acute_summary_plot

# saving as png to figure folder
# ggsave(acute_summary_plot, path = here("Figures"), file = "acute_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

FEMALE TREATMENT 1 COMBINED

female_treatment1_plot <- pruned_eEPSC_df$all_cells %>%
  filter(sex == "Female" & category %in% c(1,2) & treatment == "Control") %>%
  ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = category)) +
  geom_pointrange(size = 0.9, shape = 16) +
  ylim(0,230) +
  labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
  geom_hline(yintercept = 100, linetype = "dashed") +
  scale_colour_manual(values = c("lightgrey", "#f19cac"), labels = c("Naive, n = 10", "Acute, n = 8")) + 
  
  # add naive t-test
  geom_text(
    data = t_test_female_naive,
    aes(
      x = asterisk_time,
      y = 50,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "lightgrey"
  ) +

  # add acute t-test
  geom_text(
    data = t_test_female_acute,
    aes(
      x = asterisk_time,
      y = 170,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "#eb647e"
  ) +
  
  # add HFS text
  annotate(
        geom = "text",
        x = 5,
        y = 220,
        label = "HFS",
        size = 4,
        hjust = 0.5
      ) +
  
  # add arrow
   annotate(
        geom = "segment",
        x = 5,
        y = 210,
        xend = 5,
        yend = 190,
        arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
      ) +
  patchclampplotteR_theme() +
  theme(
    legend.position = "inside",
    legend.position.inside = c(0.025, 0.05),
    legend.justification = c(0, 0)
  )

female_treatment1_plot

# ggsave(female_treatment1_plot, path = here("Figures"), file = "female_treatment1_plot.png", width = 7, height = 5, units = "in", dpi = 300)
female_stress_plot <- pruned_eEPSC_df$all_cells %>%
  filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control","AM251")) %>%
  ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = interaction(category, treatment))) +
  geom_pointrange(size = 0.9, shape = 16) +
  ylim(0,230) +
  labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
  geom_hline(yintercept = 100, linetype = "dashed") +
  scale_colour_manual(values = c("#FFADFF", "#f5e0b3", "#f19cac", "#6497b1"), labels = c("Acute with AM25", "Naive", "Acute", "Repeated")) + 
  
    # add acute t-test
  geom_text(
    data = t_test_female_acute,
    aes(
      x = asterisk_time,
      y = 170,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "#eb647e"
  ) +
  
  # add HFS text
  annotate(
        geom = "text",
        x = 5,
        y = 220,
        label = "HFS",
        size = 4,
        hjust = 0.5
      ) +
  
  # add arrow
   annotate(
        geom = "segment",
        x = 5,
        y = 210,
        xend = 5,
        yend = 190,
        arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
      ) +
  patchclampplotteR_theme() +
  
  theme(
    legend.position = "right",
    #legend.position.inside = c(0.025, 0.05),
    #legend.justification = c(0, 0)
  )

female_stress_plot

# ggsave(female_stress_plot, path = here("Figures"), file = "female_stress_plot.png", width = 7, height = 5, units = "in", dpi = 300)
female_control_stress_plot <- pruned_eEPSC_df$all_cells %>%
  filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control")) %>%
  ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = interaction(category, treatment))) +
  geom_pointrange(size = 0.9, shape = 16) +
  ylim(0,230) +
  labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
  geom_hline(yintercept = 100, linetype = "dashed") +
  scale_colour_manual(values = c("#f5e0b3", "#f19cac", "#6497b1"), labels = c("Naive", "Acute", "Repeated")) + 
  
    # add acute t-test
  geom_text(
    data = t_test_female_acute,
    aes(
      x = asterisk_time,
      y = 170,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "#eb647e"
  ) +
  
  # add HFS text
  annotate(
        geom = "text",
        x = 5,
        y = 220,
        label = "HFS",
        size = 4,
        hjust = 0.5
      ) +
  
  # add arrow
   annotate(
        geom = "segment",
        x = 5,
        y = 210,
        xend = 5,
        yend = 190,
        arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
      ) +
  patchclampplotteR_theme() +
  
  theme(
    legend.position = "right",
    #legend.position.inside = c(0.025, 0.05),
    #legend.justification = c(0, 0)
  )

female_control_stress_plot

# ggsave(female_control_stress_plot, path = here("Figures"), file = "female_control_stress_plot.png", width = 7, height = 5, units = "in", dpi = 300)
female_acute_stress_plot <- pruned_eEPSC_df$all_cells %>%
  filter(sex == "Female" & category %in% c(1,2) & treatment %in% c("Control","AM251")) %>%
  ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = interaction(category, treatment))) +
  geom_pointrange(size = 0.9, shape = 16) +
  ylim(0,230) +
  labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
  geom_hline(yintercept = 100, linetype = "dashed") +
  scale_colour_manual(values = c("#FFADFF", "#f5e0b3", "#f19cac"), labels = c("Acute with AM25", "Naive", "Acute")) + 
  
    # add acute t-test
  geom_text(
    data = t_test_female_acute,
    aes(
      x = asterisk_time,
      y = 170,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "#eb647e"
  ) +
  
  # add HFS text
  annotate(
        geom = "text",
        x = 5,
        y = 220,
        label = "HFS",
        size = 4,
        hjust = 0.5
      ) +
  
  # add arrow
   annotate(
        geom = "segment",
        x = 5,
        y = 210,
        xend = 5,
        yend = 190,
        arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
      ) +
  patchclampplotteR_theme() +
  
  theme(
    legend.position = "right",
    #legend.position.inside = c(0.025, 0.05),
    #legend.justification = c(0, 0)
  )

female_acute_stress_plot

# ggsave(female_acute_stress_plot, path = here("Figures"), file = "female_acute_stress_plot.png", width = 7, height = 5, units = "in", dpi = 300)

MALE TREATMENT 1 COMBINED

male_treatment1_plot <- pruned_eEPSC_df$all_cells %>%
  filter(sex == "Male" & category %in% c(1,2) & treatment == "Control") %>%
  
  ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = category)) +
  geom_pointrange(size = 0.9, shape = 17) +
  ylim(0,230) +
  labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
  geom_hline(yintercept = 100, linetype = "dashed") +
  scale_colour_manual(values = c("lightgrey", "#f19cac"), labels = c("Naive, n = 13", "Acute, n = 8")) +
  
  # add naive t-test
  geom_text(
    data = t_test_male_naive,
    aes(x = asterisk_time,
      y = 170,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "grey"
  ) +

  # add acute t-test
  geom_text(
    data = t_test_male_acute,
    aes(
      x = asterisk_time,
      y = 50,
      label = significance_stars
    ),
    inherit.aes = FALSE,
    size = 8,
    colour = "#eb647e"
  ) +
  
  # add HFS text
  annotate(
        geom = "text",
        x = 5,
        y = 220,
        label = "HFS",
        size = 4,
        hjust = 0.5
      ) +
  
  # add arrow  
  annotate(
        geom = "segment",
        x = 5,
        y = 210,
        xend = 5,
        yend = 190,
        arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
      ) +
  
  patchclampplotteR_theme() +
  theme(
    legend.position = "inside",
    legend.position.inside = c(0.025, 0.05),
    legend.justification = c(0, 0)
  )

male_treatment1_plot

# ggsave(male_treatment1_plot, path = here("Figures"), file = "male_treatment1_plot.png", width = 7, height = 5, units = "in", dpi = 300)

Acute FEMALE Summary with AM251:

am251_acute_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells, 
  plot_category = 2,
  plot_treatment = "AM251",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "female",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_female_acute_am251, 
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in

am251_acute_summary_plot

# ggsave(am251_acute_summary_plot, path = here("Figures"), file = "am251_acute_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

REPEATED FEMALE Summary:

repeated_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells, 
  plot_category = 3,
  plot_treatment = "Control",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "female",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_female_repeated, 
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in

repeated_summary_plot

# ggsave(repeated_summary_plot, path = here("Figures"), file = "repeated_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

REPEATED MALE Summary:

male_repeated_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells, 
  plot_category = 3,
  plot_treatment = "Control",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "male",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_female_repeated, # need own t-test but doesn't pass assumptions
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in

male_repeated_summary_plot

# ggsave(male_repeated_summary_plot, path = here("Figures"), file = "male_repeated_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

Acute MALE Summary:

male_acute_summary_plot <- plot_summary_current_data(
  data = pruned_eEPSC_df$all_cells, 
  plot_category = 2,
  plot_treatment = "Control",
  current_type = "eEPSC",
  y_variable = "amplitude",
  hormone_added = "HFS",
  hormone_or_HFS_start_time = 5,
  included_sexes = "male",
  include_representative_trace = "no",
  representative_trace_filename = import_ext_data("Control-trace.png"),
  y_axis_limit = 230,
  signif_stars = "yes",
  geom_signif_text_size = 8,
  t_test_df = t_test_male_acute, # proper t-test
  large_axis_text = "no",
  legend_position = "inside",
  shade_intervals = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in

male_acute_summary_plot

# ggsave(male_acute_summary_plot, path = here("Figures"), file = "male_acute_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)

Baseline eEPSC

# data
female_baseline_amp_plot <- summary_eEPSC_df$percent_change_data %>%
  filter(sex == "Female" & category %in% c(1,2) & treatment %in% c("Control","AM251")) %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "2.AM251")
  )) %>%
  
  ggplot(aes(x = cat_treat, y = t0to5)) +
  
  patchclampplotteR_theme() +
  
# axis labels
  labs(x = NULL, y = "Baseline eEPSC Amplitude (pA)") +
  patchclampplotteR_theme() +
  
# the boxes
  geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)), 
               alpha = 0.6, 
               color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
               outlier.shape = NA, 
               width = 0.5, 
               show.legend = FALSE)  +
  
  # the dots/scatter plot
  geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)), 
            max_width = 0.2, 
            shape = 16, 
            size = 2, 
            show.legend = FALSE) +

  # colours
  scale_fill_manual(values = c("1.Control" = "#f5e0b3",
                               "2.Control" = "#f19cac",
                               "2.AM251" = "#ffadff")) +
  
  scale_color_manual(values = c("1.Control" = "#ecc479", 
                                "2.Control" = "#eb647e", 
                                "2.AM251" = "#c11c84")) +
  
  # x-axis labels  
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251")) +
  
# x-axis subtitles  
  #annotate("text", x = 1, y = -0.2, label = "n = 10", size = 4, hjust = 0.4) + 
  #annotate("text", x = 2, y = -0.2, label = "n = 8", size = 4, hjust = 0.5) + 
  #annotate("text", x = 3, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
  
  # t-test
  stat_compare_means(
    method = "t.test", 
    test.arg = list(paired = FALSE),
    label = "p.format", # p.signif does the stars, p.format shows the p-value
    comparisons = list(c("1.Control", "2.Control"), c("1.Control", "2.AM251"), c("2.Control", "2.AM251")), # not sure if this is accurate...
    textsize = 5
) + 
  
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +

  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_amp_plot

# ggsave(female_baseline_amp_plot, path = here("Figures"), file = "female_baseline_amp_plot.png", width = 7, height = 5, units = "in", dpi = 300)
# data
female_baseline_control_amp_plot <- summary_eEPSC_df$percent_change_data %>%
  filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control")) %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "3.Control")
  )) %>%
  
  ggplot(aes(x = cat_treat, y = t0to5)) +
  
  patchclampplotteR_theme() +
  
# axis labels
  labs(x = NULL, y = "Baseline eEPSC Amplitude (pA)") +
  patchclampplotteR_theme() +
  
# the boxes
  geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)), 
               alpha = 0.6, 
               color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
               outlier.shape = NA, 
               width = 0.5, 
               show.legend = FALSE)  +
  
  # the dots/scatter plot
  geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)), 
            max_width = 0.2, 
            shape = 16, 
            size = 2, 
            show.legend = FALSE) +

  # colours
  scale_fill_manual(values = c("1.Control" = "#f5e0b3",
                               "2.Control" = "#f19cac",
                               "3.Control" = "#6497b1")) +
  
  scale_color_manual(values = c("1.Control" = "#ecc479", 
                                "2.Control" = "#eb647e", 
                                "3.Control" = "#005b96")) +
  
  # x-axis labels  
scale_x_discrete(labels = c("Naive", "Acute", "Repeated")) +
  
  # t-test
  stat_compare_means(
    method = "t.test", 
    test.arg = list(paired = FALSE),
    label = "p.format", # p.signif does the stars, p.format shows the p-value
    comparisons = list(c("1.Control", "2.Control"), c("1.Control", "3.Control"), c("2.Control", "3.Control")), 
    textsize = 5
) + 
  
  scale_y_continuous(expand = expansion(mult = c(0.2, 0.2))) +

  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_control_amp_plot

# ggsave(female_baseline_control_amp_plot, path = here("Figures"), file = "female_baseline_control_amp_plot.png", width = 7, height = 5, units = "in", dpi = 300)

eEPSC amplitude after the HFS (25-30 min) ## post HFS eEPSC

# data
female_HFS_amp_plot <- summary_eEPSC_df$percent_change_data %>%
  filter(sex == "Female" & category %in% c(1,2) & treatment %in% c("Control","AM251")) %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "2.AM251")
  )) %>%
  
  ggplot(aes(x = cat_treat, y = t25to30)) +
  
  patchclampplotteR_theme() +
  
# axis labels
  labs(x = NULL, y = "FINAL eEPSC Amplitude (pA)") +
  patchclampplotteR_theme() +
  
# the boxes
  geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)), 
               alpha = 0.6, 
               color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
               outlier.shape = NA, 
               width = 0.5, 
               show.legend = FALSE)  +
  
  # the dots/scatter plot
  geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)), 
            max_width = 0.2, 
            shape = 16, 
            size = 2, 
            show.legend = FALSE) +
  
  # mean as a point
  #stat_summary(fun = mean, geom = "point", 
               #shape = 16, size = 4, color = "black") +
  
  # colours
  scale_fill_manual(values = c("1.Control" = "#f5e0b3",
                               "2.Control" = "#f19cac",
                               "2.AM251" = "#ffadff")) +
  
  scale_color_manual(values = c("1.Control" = "#ecc479", 
                                "2.Control" = "#eb647e", 
                                "2.AM251" = "#c11c84")) +
  
  # x-axis labels  
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251")) +
  
# x-axis subtitles  
  #annotate("text", x = 1, y = -0.2, label = "n = 10", size = 4, hjust = 0.4) + 
  #annotate("text", x = 2, y = -0.2, label = "n = 8", size = 4, hjust = 0.5) + 
  #annotate("text", x = 3, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
  
  # t-test
  stat_compare_means(
    method = "t.test", 
    test.arg = list(paired = FALSE),
    label = "p.format", # p.signif does the stars, p.format shows the p-value
    comparisons = list(c("1.Control", "2.Control"), c("1.Control", "2.AM251"), c("2.AM251", "2.Control")), 
    textsize = 5
) + 
  
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +

  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_HFS_amp_plot

PPR

Make PPR Dataset

PPR_df <- make_PPR_data(
  data = normalized_raw_eEPSC_df,
  include_all_treatments = "yes",
  list_of_treatments = NULL,
  PPR_min = 0,
  PPR_max = 5,
  baseline_interval = "t0to5",
  treatment_colour_theme = my_theme_colours
)
PPR_df
## # A tibble: 8,304 × 25
## # Groups:   letter [71]
##    letter ID        P1    P2  time cell  sex       X     Y   age animal synapses
##    <fct>  <fct>  <dbl> <dbl> <dbl> <chr> <fct> <dbl> <dbl> <dbl>  <dbl> <fct>   
##  1 RMA3   2025_…  72.0  47.6  0    2.1.2 Fema…  154.  559.    32      2 Glutama…
##  2 RMA3   2025_…  66.3  28.4  0.08 2.1.2 Fema…  154.  559.    32      2 Glutama…
##  3 RMA3   2025_…  73.9  44.0  0.17 2.1.2 Fema…  154.  559.    32      2 Glutama…
##  4 RMA3   2025_…  78.4  18.0  0.25 2.1.2 Fema…  154.  559.    32      2 Glutama…
##  5 RMA3   2025_…  41.1  19.8  0.33 2.1.2 Fema…  154.  559.    32      2 Glutama…
##  6 RMA3   2025_…  43.2  33.4  0.42 2.1.2 Fema…  154.  559.    32      2 Glutama…
##  7 RMA3   2025_…  33.6  45.2  0.5  2.1.2 Fema…  154.  559.    32      2 Glutama…
##  8 RMA3   2025_…  59.1  43.8  0.58 2.1.2 Fema…  154.  559.    32      2 Glutama…
##  9 RMA3   2025_…  64.4  35.1  0.67 2.1.2 Fema…  154.  559.    32      2 Glutama…
## 10 RMA3   2025_…  51.4  40.5  0.75 2.1.2 Fema…  154.  559.    32      2 Glutama…
## # ℹ 8,294 more rows
## # ℹ 13 more variables: treatment <fct>, category <fct>, R_a <chr>, notes <chr>,
## #   days_alone <fct>, animal_or_slicing_problems <fct>, PPR <dbl>,
## #   interval <fct>, baseline_range <lgl>, baseline_mean <dbl>,
## #   P1_transformed <dbl>, P2_transformed <dbl>, state <chr>

female vs male acute PPR HFS

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "Control",
  plot_category = 2,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  test_type = "t.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

# sig increase in the PPR after HFS
# higher PPR means lower probability of release

female vs male naive PPR HFS

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "Control",
  plot_category = 1,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  test_type = "t.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

female vs male repeated PPR HFS

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "Control",
  plot_category = 3,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  test_type = "t.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

testing assumptions for comparing PPR during baseline

PPR_plot_df <- PPR_df %>% # making the data frame so that we have mean PPR
  filter(state == "Baseline") %>%
  group_by(category, letter, treatment, sex) %>%
  summarize(mean_PPR = mean(PPR),
            n = n())
## `summarise()` has grouped output by 'category', 'letter', 'treatment'. You can
## override using the `.groups` argument.
shapiro.test(PPR_plot_df$mean_PPR) # testing assumptions using the mean PPR
## 
##  Shapiro-Wilk normality test
## 
## data:  PPR_plot_df$mean_PPR
## W = 0.98102, p-value = 0.3583
# p value is greater than 0.05, data is normal

# need to do bartlett's test ?

PPR FOR POSTER

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "Control",
  plot_category = 2,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
    included_sexes = "female",
  #facet_by_sex = "yes",
  #left_sex = "Female",
  test_type = "t.test",
  map_signif_level_values = T,
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "Control",
  plot_category = 1,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
    included_sexes = "female",
  #facet_by_sex = "yes",
  #left_sex = "Female",
  test_type = "t.test",
  map_signif_level_values = T,
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "AM251",
  plot_category = 2,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
    included_sexes = "female",
  #facet_by_sex = "yes",
  #left_sex = "Female",
  test_type = "t.test",
  map_signif_level_values = T,
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

plot_PPR_data_single_treatment(
  data = PPR_df,
  plot_treatment = "Control",
  plot_category = 3,
  baseline_label = "Baseline",
  post_hormone_label = "HFS",
    included_sexes = "female",
  #facet_by_sex = "yes",
  #left_sex = "Female",
  test_type = "t.test",
  map_signif_level_values = T,
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

### PPR female plot

#1 facet labels
  facet_labels <- c(
    "1.Control.Female" = "Naive",
    "2.Control.Female" = "Acute",
    "2.AM251.Female" = "Acute with AM251",
    "3.Control.Female" = "Repeated")

#2 making the data frame for individual cells
female_PPR_plot_df <- PPR_df %>%
  filter(state %in% c("Baseline", "Post-modification")) %>% 
  filter(sex == "Female") %>% 
  mutate(
    state = ifelse(state == "Post-modification", "HFS", state)) %>% # rename to HFS
 mutate(facet_group = factor(interaction(category, treatment, sex),
                              levels = names(facet_labels))) %>%
  group_by(letter, state, category, treatment, sex, facet_group) %>%
  summarize(mean_PPR_cell = mean(PPR, na.rm = TRUE), .groups = "drop")  
   
#3 plot
female_PPR_plot <- female_PPR_plot_df %>%
  ggplot(aes(x = state, y = mean_PPR_cell)) + 

# individual  cells  
  geom_point(aes(shape = sex),size = 1, colour = "lightgrey") + 
  geom_line(aes(group = letter), colour = "lightgrey", alpha = 0.9) + 
  
# group mean
  stat_summary(aes(group = 1, colour = interaction(category, treatment)),
               fun.data = mean_se,
               geom = "line",
               linewidth = 1.2) +
  
  stat_summary(aes(group = 1,shape = sex,colour = interaction(category, treatment)),
    fun.data = mean_se,
    geom = "point",
    size = 2.5
  ) +  
 
# colours and shapes
  scale_colour_manual(values = c(
    "1.Control" = "#f5e0b3", # or "darkgrey"
    "2.Control" = "#f19cac",
    "2.AM251" = "#FFADFF",
    "3.Control" = "#6497b1"
  )) +
scale_shape_manual(values = c("Female" = 16, "Male" = 17)) +
  
# facet with labels and order
  facet_wrap(~ facet_group, labeller = as_labeller(facet_labels), nrow = 1) + # nrow = 1 makes it all on one line
  
# add significance brackets
  geom_signif(
    comparisons = list(c("Baseline", "HFS")),
    test = "t.test",
    test.args = list(paired = TRUE),
    map_signif_level = function(p)
        if (p <= 0.0001) {
          return("****")
        } else {
          if (p <= 0.001) {
            return("***")
          } else {
            if (p <= 0.01) {
              return("**")
            } else {
              if (p <= 0.05) {
                return("*")
              } else {
                if (p < 0.1 & p > 0.05) {
                  return(signif(p, 3))
                } else {
                  return("ns")
                }
              }
            }
          }
        }
, # or TRUE for stars, # FALSE for values
    vjust = -0.3,
    textsize = 5,
    size = 0.5,
    margin_top = 0.1,
    extend_line = 0.03
  ) +
  
# expand y-axis so the brackets don't overlap with labels
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
  
# theme and titles
  patchclampplotteR_theme() +
  labs(x = NULL, y = "PPR", title = NULL) +
  theme(legend.position = "none")  # remove legend

female_PPR_plot

# ggsave(female_PPR_plot, path = here("Figures"), file = "female_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)

PPR female acute plot

#1 facet labels
  facet_labels <- c(
    "1.Control.Female" = "Naive",
    "2.Control.Female" = "Acute",
    "2.AM251.Female" = "Acute with AM251")

#2 making the data frame for individual cells
female_acute_PPR_plot_df <- PPR_df %>%
  filter(state %in% c("Baseline", "Post-modification")) %>% 
  filter(sex == "Female") %>% 
  filter(category != 3) %>% # excluding category 3 (repeated), could also use category %in% c(1,2)
  mutate(
    state = ifelse(state == "Post-modification", "HFS", state)) %>% # rename to HFS
 mutate(facet_group = factor(interaction(category, treatment, sex),
                              levels = names(facet_labels))) %>%
  group_by(letter, state, category, treatment, sex, facet_group) %>%
  summarize(mean_PPR_cell = mean(PPR, na.rm = TRUE), .groups = "drop")  
   
#3 plot
female_acute_PPR_plot <- female_acute_PPR_plot_df %>%
  ggplot(aes(x = state, y = mean_PPR_cell)) + 

# individual  cells  
  geom_point(aes(shape = sex),size = 1, colour = "lightgrey") + 
  geom_line(aes(group = letter), colour = "lightgrey", alpha = 0.9) + 
  
# group mean
  stat_summary(aes(group = 1, colour = interaction(category, treatment)),
               fun.data = mean_se,
               geom = "line",
               linewidth = 1.2) +
  
  stat_summary(aes(group = 1,shape = sex,colour = interaction(category, treatment)),
    fun.data = mean_se,
    geom = "point",
    size = 2.5
  ) +   
 
# colours and shapes
  scale_colour_manual(values = c(
    "1.Control" = "#f5e0b3", # or "darkgrey"
    "2.Control" = "#f19cac",
    "2.AM251" = "#FFADFF"
  )) +
scale_shape_manual(values = c("Female" = 16, "Male" = 17)) +
  
# facet with labels and order
  facet_wrap(~ facet_group, labeller = as_labeller(facet_labels), nrow = 1) + # nrow = 1 makes it all on one line
  
# add significance brackets
  geom_signif(
    comparisons = list(c("Baseline", "HFS")),
    test = "t.test",
    test.args = list(paired = TRUE),
    map_signif_level = function(p)
        if (p <= 0.0001) {
          return("****")
        } else {
          if (p <= 0.001) {
            return("***")
          } else {
            if (p <= 0.01) {
              return("**")
            } else {
              if (p <= 0.05) {
                return("*")
              } else {
                if (p < 0.1 & p > 0.05) {
                  return(signif(p, 3))
                } else {
                  return("ns")
                }
              }
            }
          }
        }
, # or TRUE for stars, # FALSE for values
    vjust = -0.3,
    textsize = 5,
    size = 0.5,
    margin_top = 0.1,
    extend_line = 0.03
  ) +
  
# expand y-axis so the brackets don't overlap with labels
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
  
# theme and titles
  patchclampplotteR_theme() +
  labs(x = NULL, y = "PPR", title = NULL) +
  theme(legend.position = "none")  # remove legend

female_acute_PPR_plot

#ggsave(female_acute_PPR_plot, path = here("Figures"), file = "female_acute_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)

PPR with ALL SEXES AND TREATMENTS

#1 facet labels
  facet_labels <- c(
    "1.Control.Female" = "Female Naive",
    "1.Control.Male" = "Male Naive",
    "2.Control.Female" = "Female Acute",
    "2.Control.Male" = "Male Acute",
    "2.AM251.Female" = "Acute with AM251",
    "3.Control.Female" = "Female Repeated",
    "3.Control.Male" = "Male Repeated")

#2 making the data frame for individual cells
PPR_plot_df <- PPR_df %>%
  filter(state %in% c("Baseline", "Post-modification")) %>% 
  mutate(
    state = ifelse(state == "Post-modification", "HFS", state)) %>% # rename to HFS
 mutate(facet_group = factor(interaction(category, treatment, sex),
                              levels = names(facet_labels))) %>%
  group_by(letter, state, category, treatment, sex, facet_group) %>%
  summarize(mean_PPR_cell = mean(PPR, na.rm = TRUE), .groups = "drop")  
   
#3 plot
PPR_plot <- PPR_plot_df %>%
  ggplot(aes(x = state, y = mean_PPR_cell)) + 

# individual  cells  
  geom_point(aes(shape = sex),size = 1, colour = "lightgrey") + 
  geom_line(aes(group = letter), colour = "lightgrey", alpha = 0.9) + 
  
# group mean
  stat_summary(aes(group = 1, colour = interaction(category, treatment)),
               fun.data = mean_se,
               geom = "line",
               linewidth = 1.2) +
  
  stat_summary(aes(group = 1,shape = sex,colour = interaction(category, treatment)),
    fun.data = mean_se,
    geom = "point",
    size = 2.5
  ) +  
 
# colours and shapes
  scale_colour_manual(values = c(
    "1.Control" = "#f5e0b3", # or "darkgrey"
    "2.Control" = "#f19cac",
    "2.AM251" = "#FFADFF",
    "3.Control" = "#6497b1"
  )) +
scale_shape_manual(values = c("Female" = 16, "Male" = 17)) +
  
# facet with labels and order
  facet_wrap(~ facet_group, labeller = as_labeller(facet_labels), nrow = 2) +
  
# add significance brackets
  geom_signif(
    comparisons = list(c("Baseline", "HFS")),
    test = "t.test",
    test.args = list(paired = TRUE),
    map_signif_level = function(p)
        if (p <= 0.0001) {
          return("****")
        } else {
          if (p <= 0.001) {
            return("***")
          } else {
            if (p <= 0.01) {
              return("**")
            } else {
              if (p <= 0.05) {
                return("*")
              } else {
                if (p < 0.1 & p > 0.05) {
                  return(signif(p, 3))
                } else {
                  return("ns")
                }
              }
            }
          }
        }
, # or TRUE for stars, # FALSE for values
    vjust = -0.3,
    textsize = 5,
    size = 0.5,
    margin_top = 0.1,
    extend_line = 0.03
  ) +
  
# expand y-axis so the brackets don't overlap with labels
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
  
# theme and titles
  patchclampplotteR_theme() +
  labs(x = NULL, y = "PPR", title = NULL) +
  theme(legend.position = "none")  # remove legend

PPR_plot

PPR baseline

# data
female_baseline_PPR_plot <- PPR_plot_df %>%
  filter(sex == "Female" & 
           category %in% c(1,2) & 
           treatment %in% c("Control","AM251") & 
  state=="Baseline")  %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "2.AM251")
  )) %>%
  
  ggplot(aes(x = cat_treat, y = mean_PPR_cell)) +
  
# axis labels
  labs(x = NULL, y = "Baseline Paired Pulse Ratio") +
  patchclampplotteR_theme() +
  theme(legend.position = "none") +
  
# the boxes
  geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)), 
               alpha = 0.6, 
               color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
               outlier.shape = NA, 
               width = 0.5, 
               show.legend = FALSE)  +
  
  # the dots/scatter plot
  geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)), 
            max_width = 0.2, 
            shape = 16, 
            size = 2, 
            show.legend = FALSE) +
  
  # mean as a point
  # stat_summary(fun = mean, geom = "point", 
               # shape = 16, size = 4, color = "black") +
  
  # colours
  scale_fill_manual(values = c("1.Control" = "#f5e0b3",
                               "2.Control" = "#f19cac",
                               "2.AM251" = "#ffadff")) +
  
  scale_color_manual(values = c("1.Control" = "#ecc479", 
                                "2.Control" = "#eb647e", 
                                "2.AM251" = "#c11c84")) +
  
  # x-axis labels  
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251")) +
  
# x-axis subtitles  
  #annotate("text", x = 1, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) + 
  #annotate("text", x = 2, y = -0.2, label = "n = 8", size = 4, hjust = 0.5) + 
  #annotate("text", x = 3, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
  
  # t-test
  stat_compare_means(
    method = "t.test", 
    test.arg = list(paired = FALSE),
    label = "p.format", # p.signif does the stars, p.format shows the p-value
    comparisons = list(c("1.Control", "2.Control"), c("1.Control", "2.AM251")), # not sure if this is accurate...
    textsize = 5
) +
  
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
  
  patchclampplotteR_theme() +

  guides(fill = "none", color = "none") 
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_PPR_plot

# ggsave(female_baseline_PPR_plot, path = here("Figures"), file = "female_baseline_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)
# data
female_baseline_control_PPR_plot <- PPR_plot_df %>%
  filter(sex == "Female" & 
           category %in% c(1,2, 3) & 
           treatment %in% c("Control") & 
  state=="Baseline")  %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "3.Control")
  )) %>%
  
  ggplot(aes(x = cat_treat, y = mean_PPR_cell)) +
  
# axis labels
  labs(x = NULL, y = "Baseline Paired Pulse Ratio") +
  patchclampplotteR_theme() +
  theme(legend.position = "none") +
  
# the boxes
  geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)), 
               alpha = 0.6, 
               color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
               outlier.shape = NA, 
               width = 0.5, 
               show.legend = FALSE)  +
  
  # the dots/scatter plot
  geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)), 
            max_width = 0.2, 
            shape = 16, 
            size = 2, 
            show.legend = FALSE) +
  
  # mean as a point
  # stat_summary(fun = mean, geom = "point", 
               # shape = 16, size = 4, color = "black") +
  
  # colours
  scale_fill_manual(values = c("1.Control" = "#f5e0b3",
                               "2.Control" = "#f19cac",
                               "3.Control" = "#6497b1")) +
  
  scale_color_manual(values = c("1.Control" = "#ecc479", 
                                "2.Control" = "#eb647e", 
                                "3.Control" = "#005b96")) +
  
  # x-axis labels  
scale_x_discrete(labels = c("Naive", "Acute", "Repeated")) +

  # t-test
  stat_compare_means(
    method = "t.test", 
    test.arg = list(paired = FALSE),
    label = "p.format", # p.signif does the stars, p.format shows the p-value
    comparisons = list(c("1.Control", "2.Control"), c("1.Control", "3.Control"), c("2.Control", "3.Control")), 
    textsize = 5
) +
  
  scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
  
  patchclampplotteR_theme() +

  guides(fill = "none", color = "none") 
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_control_PPR_plot

# ggsave(female_baseline_control_PPR_plot, path = here("Figures"), file = "female_baseline_control_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)

AP Frequency

AP Frequencies for Multiple Treatments

plot_AP_frequencies_multiple_treatments(
  data = AP_count_data,
  include_all_treatments = "no",
  list_of_treatments = c("Control", "AM251"),
  plot_category = 2,
  included_sexes = "female",
  treatment_colour_theme = my_theme_colours
)
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'

plot_AP_frequencies_single_treatment(
  data = AP_count_data, # 
  plot_treatment = "Control",
  plot_category = 2, # Acute with only picro
  included_sexes = "female",
  baseline_label = "Baseline",
  hormone_added = "HFS",
  significance_display_method = "stars", # could be "p-values" or "stars"
  treatment_colour_theme = my_theme_colours,
  large_axis_text = "no",
  test_type = "wilcox.test", # need to test assumptions
  theme_options = my_theme_options,
  save_plot_png = "no"
)

plot_AP_frequencies_single_treatment(
  data = AP_count_data, 
  plot_treatment = "AM251",
  plot_category = 2,
  included_sexes = "female",
  baseline_label = "Baseline",
  hormone_added = "HFS",
  significance_display_method = "stars", # could be "p-values" or "stars"
  treatment_colour_theme = my_theme_colours,
  large_axis_text = "no",
  test_type = "wilcox.test", # need to test assumptions, can be "wilcox.test", "t.test", or "none"
  theme_options = my_theme_options,
  save_plot_png = "no"
)

plot_AP_frequencies_single_treatment(
  data = AP_count_data, 
  plot_treatment = "Control",
  plot_category = 3,
  included_sexes = "female",
  baseline_label = "Baseline",
  hormone_added = "HFS",
  significance_display_method = "stars", # could be "p-values" or "stars"
  treatment_colour_theme = my_theme_colours,
  large_axis_text = "no",
  test_type = "none", # need to test assumptions, can be "wilcox.test", "t.test", or "none"
  theme_options = my_theme_options,
  save_plot_png = "no"
)

AP Amplitude

AP Amplitude: Acute Females

plot_AP_comparison(
  AP_data,
  plot_treatment = "Control",
  plot_category = 2,
  included_sexes = "female",
  facet_by_sex = "no",
  left_sex = "Female",
  y_variable = "peak_amplitude",
  y_axis_title = "Peak Amplitude (pA)",
  theme_options = my_theme_options,
  baseline_label = "Baseline",
  test_type = "wilcox.test",
  post_hormone_label = "HFS",
  treatment_colour_theme = my_theme_colours,
  save_plot_png = "no"
)

AP Amplitude: Acute Females with AM251

plot_AP_comparison(
  AP_data,
  plot_treatment = "AM251",
  plot_category = 2,
  included_sexes = "female",
  facet_by_sex = "no",
  left_sex = "Female",
  y_variable = "peak_amplitude",
  y_axis_title = "Peak Amplitude (pA)",
  theme_options = my_theme_options,
  baseline_label = "Baseline",
  test_type = "wilcox.test",
  post_hormone_label = "HFS",
  treatment_colour_theme = my_theme_colours,
  save_plot_png = "no"
)

AP Amplitude: Repeated Females

plot_AP_comparison(
  AP_data,
  plot_treatment = "Control",
  plot_category = 3,
  included_sexes = "female",
  facet_by_sex = "no",
  left_sex = "Female",
  y_variable = "peak_amplitude",
  y_axis_title = "Peak Amplitude (pA)",
  theme_options = my_theme_options,
  baseline_label = "Baseline",
  test_type = "wilcox.test",
  post_hormone_label = "HFS",
  treatment_colour_theme = my_theme_colours,
  save_plot_png = "no"
)

Variance Analysis

Creating Variance dataset for variance analysis (category 2)

variance_2_df <- make_variance_data(
  data = summary_eEPSC_df$summary_data,
  df_category = 2,
  include_all_treatments = "yes",
  list_of_treatments = NULL,
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

variance_2_df
## # A tibble: 52 × 25
## # Groups:   treatment, state, sex [6]
##    category letter sex    treatment interval mean_P1_transformed mean_P1_raw
##    <fct>    <fct>  <fct>  <fct>     <fct>                  <dbl>       <dbl>
##  1 2        RMA1   Female Control   t0to5                  100         93.2 
##  2 2        RMA1   Female Control   t25to30                 55.1       51.4 
##  3 2        RMA10  Female Control   t0to5                  100         50.3 
##  4 2        RMA10  Female Control   t25to30                 93.6       47.0 
##  5 2        RMA10A Female AM251     t0to5                  100         29.9 
##  6 2        RMA10A Female AM251     t25to30                103.        30.9 
##  7 2        RMA1A  Female AM251     t0to5                  100         50.9 
##  8 2        RMA1A  Female AM251     t25to30                 17.8        9.05
##  9 2        RMA2   Female Control   t0to5                  100         59.6 
## 10 2        RMA2   Female Control   t25to30                 20.8       12.4 
## # ℹ 42 more rows
## # ℹ 18 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## #   cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## #   animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## #   days_alone <fct>, animal_or_slicing_problems <fct>, state <chr>,
## #   mean_cv_inverse_square <dbl>, mean_VMR <dbl>
# VARIANCE

# The strength of synaptic transmission onto a neuron depends on the number of functional vesicle release sites (N), the probability of vesicle release (Pr), and the quantal size (Q)

# 1/CV2 depends on N and Pr, but not on Q
# VMR depends on Pr and Q, but not on N
variance_1_df <- make_variance_data(
  data = summary_eEPSC_df$summary_data,
  df_category = 1,
  include_all_treatments = "yes",
  list_of_treatments = NULL,
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

variance_1_df
## # A tibble: 46 × 25
## # Groups:   treatment, state, sex [4]
##    category letter sex    treatment interval mean_P1_transformed mean_P1_raw
##    <fct>    <fct>  <fct>  <fct>     <fct>                  <dbl>       <dbl>
##  1 1        LS1    Female Control   t0to5                  100          27.1
##  2 1        LS1    Female Control   t25to30                118.         32  
##  3 1        LS10   Female Control   t0to5                  100          53.3
##  4 1        LS10   Female Control   t25to30                 79.8        42.5
##  5 1        LS2    Female Control   t0to5                  100          64.4
##  6 1        LS2    Female Control   t25to30                130.         83.7
##  7 1        LS3    Female Control   t0to5                  100          77.8
##  8 1        LS3    Female Control   t25to30                 97.2        75.7
##  9 1        LS4    Female Control   t0to5                  100          27.4
## 10 1        LS4    Female Control   t25to30                 79.8        21.9
## # ℹ 36 more rows
## # ℹ 18 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## #   cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## #   animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## #   days_alone <fct>, animal_or_slicing_problems <fct>, state <chr>,
## #   mean_cv_inverse_square <dbl>, mean_VMR <dbl>
variance_3_df <- make_variance_data(
  data = summary_eEPSC_df$summary_data,
  df_category = 3,
  include_all_treatments = "yes",
  list_of_treatments = NULL,
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  treatment_colour_theme = my_theme_colours,
  save_output_as_RDS = "no"
)

variance_3_df
## # A tibble: 44 × 25
## # Groups:   treatment, state, sex [4]
##    category letter sex   treatment interval mean_P1_transformed mean_P1_raw
##    <fct>    <fct>  <fct> <fct>     <fct>                  <dbl>       <dbl>
##  1 3        MR1    Male  Control   t0to5                 100          64.9 
##  2 3        MR1    Male  Control   t25to30                 2.44        1.58
##  3 3        MR10   Male  Control   t0to5                 100          35.3 
##  4 3        MR10   Male  Control   t25to30               108.         38.0 
##  5 3        MR11   Male  Control   t0to5                 100         182.  
##  6 3        MR11   Male  Control   t25to30                85.7       156.  
##  7 3        MR12   Male  Control   t0to5                 100          72.5 
##  8 3        MR12   Male  Control   t25to30               102.         74.0 
##  9 3        MR13   Male  Control   t0to5                 100          36.2 
## 10 3        MR13   Male  Control   t25to30               103.         37.2 
## # ℹ 34 more rows
## # ℹ 18 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## #   cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## #   animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## #   days_alone <fct>, animal_or_slicing_problems <fct>, state <chr>,
## #   mean_cv_inverse_square <dbl>, mean_VMR <dbl>

Variance Comparisons for ACUTE (Control)

cv_comparison_control_plot <- plot_variance_comparison_data(
  data = variance_2_df,
  plot_category = 2, # acute
  plot_treatment = "Control", # only picro
  variance_measure = "cv",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

vmr_comparison_control_plot <- plot_variance_comparison_data(
  data = variance_2_df,
  plot_category = 2, # acute
  plot_treatment = "Control", # only picro
  variance_measure = "VMR",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

cv_comparison_control_plot

vmr_comparison_control_plot

# With the almost significant decrease in VMR in males: 
# if it was significant, since there is no change in 1/CV2, it would be a presynaptic change in Q

Variance Comparisons for ACUTE (AM251)

cv_comparison_AM251_plot <- plot_variance_comparison_data(
  data = variance_2_df,
  plot_category = 2, # acute
  plot_treatment = "AM251",
  variance_measure = "cv",
  included_sexes = "female", # no male data
  facet_by_sex = "no",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

vmr_comparison_AM251_plot <- plot_variance_comparison_data(
  data = variance_2_df,
  plot_category = 2, # acute
  plot_treatment = "AM251",
  variance_measure = "VMR",
  included_sexes = "female", # no male data
  facet_by_sex = "no",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

cv_comparison_AM251_plot

vmr_comparison_AM251_plot

# With the almost significant decrease in VMR in males: 
# if it was significant, since there is no change in 1/CV2, it would be a presynaptic change in Q

Variance Comparisons for REPEATED (Control)

cv_comparison_repeated_plot <- plot_variance_comparison_data(
  data = variance_3_df,
  plot_category = 3, # repeated
  plot_treatment = "Control",
  variance_measure = "cv",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

vmr_comparison_repeated_plot <- plot_variance_comparison_data(
  data = variance_3_df,
  plot_category = 3, # repeated
  plot_treatment = "Control",
  variance_measure = "VMR",
  included_sexes = "both", 
  facet_by_sex = "yes",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options,
  save_plot_png = "no"
)

cv_comparison_repeated_plot

vmr_comparison_repeated_plot

# RMR6 VMR after is the suddenly high one 

# With the significant decrease in VMR in repeated males, since there is no change in 1/CV2, it is a presynaptic change in Q

Variance Comparisons for NAIVE

cv_comparison_naive_plot <- plot_variance_comparison_data(
  data = variance_1_df,
  plot_category = 1, 
  plot_treatment = "Control",
  variance_measure = "cv",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options
)

vmr_comparison_naive_plot <- plot_variance_comparison_data(
  data = variance_1_df,
  plot_category = 1, 
  plot_treatment = "Control",
  variance_measure = "VMR",
  included_sexes = "both",
  facet_by_sex = "yes",
  left_sex = "Female",
  baseline_interval = "t0to5",
  post_hormone_interval = "t25to30",
  post_hormone_label = "HFS",
  test_type = "wilcox.test",
  large_axis_text = "no",
  treatment_colour_theme = my_theme_colours,
  theme_options = my_theme_options
)

cv_comparison_naive_plot

vmr_comparison_naive_plot

ANOVA for Baseline eEPSC

# data frame
female_amp_df <- summary_eEPSC_df$percent_change_data %>%
  filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control","AM251")) %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "2.AM251", "3.Control")
  ))

female_amp_df
## # A tibble: 37 × 19
## # Groups:   category, treatment, letter [37]
##    category letter sex    treatment   age animal     X     Y synapses days_alone
##    <fct>    <fct>  <fct>  <fct>     <dbl>  <dbl> <dbl> <dbl> <fct>    <fct>     
##  1 1        LS1    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  2 1        LS10   Female Control      NA     NA    NA    NA Glutama… <NA>      
##  3 1        LS2    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  4 1        LS3    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  5 1        LS4    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  6 1        LS5    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  7 1        LS6    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  8 1        LS7    Female Control      NA     NA    NA    NA Glutama… <NA>      
##  9 1        LS8    Female Control      NA     NA    NA    NA Glutama… <NA>      
## 10 1        LS9    Female Control      NA     NA    NA    NA Glutama… <NA>      
## # ℹ 27 more rows
## # ℹ 9 more variables: animal_or_slicing_problems <fct>, t0to5 <dbl>,
## #   t5to10 <dbl>, t10to15 <dbl>, t15to20 <dbl>, t20to25 <dbl>, t25to30 <dbl>,
## #   percent_change <dbl>, cat_treat <fct>
# assumptions

library(car)
## Loading required package: carData
## 
## Attaching package: 'car'
## The following object is masked from 'package:dplyr':
## 
##     recode
leveneTest(t0to5 ~ cat_treat, data = female_amp_df)
## Levene's Test for Homogeneity of Variance (center = median)
##       Df F value Pr(>F)
## group  3  0.9859 0.4113
##       33
# variances are homogeneous
# one-way ANOVA
female_baseline_amp_anova <- aov(t0to5 ~ cat_treat, data = female_amp_df)
summary(female_baseline_amp_anova)
##             Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat    3   7810    2603   1.575  0.214
## Residuals   33  54540    1653
# residuals
female_baseline_amp_anova_residuals <- residuals(female_baseline_amp_anova)

# check normality of residuals
shapiro.test(female_baseline_amp_anova_residuals)
## 
##  Shapiro-Wilk normality test
## 
## data:  female_baseline_amp_anova_residuals
## W = 0.86419, p-value = 0.0003435
# not normal

hist(female_baseline_amp_anova_residuals, breaks = 10, main = "Residuals Histogram")

qqnorm(female_baseline_amp_anova_residuals)
qqline(female_baseline_amp_anova_residuals, col = "red")

# non-parametric Kruskal-Wallis

kruskal.test(t0to5 ~ cat_treat, data = female_amp_df)
## 
##  Kruskal-Wallis rank sum test
## 
## data:  t0to5 by cat_treat
## Kruskal-Wallis chi-squared = 5.4985, df = 3, p-value = 0.1387
library(ggplot2)
library(ggforce)   # for geom_sina
library(ggpubr)    # optional, for stat_compare_means

fill_colors <- c(
  "1.Control" = "#f5e0b3",
  "2.Control" = "#f19cac",
  "2.AM251"   = "#ffadff",
  "3.Control" = "#6497b1"
)

line_colors <- c(
  "1.Control" = "#ecc479",
  "2.Control" = "#eb647e",
  "2.AM251"   = "#c11c84",
  "3.Control" = "#005b96"
)

# Plot
female_baseline_amp_anova_plot <- ggplot(female_amp_df, aes(x = cat_treat, y = t0to5)) +
  
  # theme
  patchclampplotteR_theme() +
  
  # Boxplots
  geom_boxplot(aes(fill = cat_treat, color = cat_treat),
               alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
  
  # Sina (jittered) points
  geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
  
  # Colors
  scale_fill_manual(values = fill_colors) +
  scale_color_manual(values = line_colors) +
  
  # X-axis labels
  scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
  
  # Axis labels
  labs(x = NULL, y = "Baseline eEPSC Amplitude (pA)") +

  # Remove legend
  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_baseline_amp_anova_plot

ANOVA for post HFS eEPSC

# using same data frame as earlier, already know variances are homogeneous

# one-way ANOVA
female_HFS_amp_anova <- aov(t25to30 ~ cat_treat, data = female_amp_df)
summary(female_HFS_amp_anova)
##             Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat    3   4464    1488   1.301   0.29
## Residuals   33  37738    1144
# residuals
female_HFS_amp_anova_residuals <- residuals(female_HFS_amp_anova)

# check normality of residuals
shapiro.test(female_HFS_amp_anova_residuals)
## 
##  Shapiro-Wilk normality test
## 
## data:  female_HFS_amp_anova_residuals
## W = 0.90324, p-value = 0.00363
# not normal

hist(female_HFS_amp_anova_residuals, breaks = 10, main = "Residuals Histogram")

qqnorm(female_HFS_amp_anova_residuals)
qqline(female_HFS_amp_anova_residuals, col = "red")

# non-parametric Kruskal-Wallis

kruskal.test(t25to30 ~ cat_treat, data = female_amp_df)
## 
##  Kruskal-Wallis rank sum test
## 
## data:  t25to30 by cat_treat
## Kruskal-Wallis chi-squared = 5.0988, df = 3, p-value = 0.1647
fill_colors <- c(
  "1.Control" = "#f5e0b3",
  "2.Control" = "#f19cac",
  "2.AM251"   = "#ffadff",
  "3.Control" = "#6497b1"
)

line_colors <- c(
  "1.Control" = "#ecc479",
  "2.Control" = "#eb647e",
  "2.AM251"   = "#c11c84",
  "3.Control" = "#005b96"
)

# Plot
female_HFS_amp_anova_plot <- ggplot(female_amp_df, aes(x = cat_treat, y = t25to30)) +
  
  # theme
  patchclampplotteR_theme() +
  
  # Boxplots
  geom_boxplot(aes(fill = cat_treat, color = cat_treat),
               alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
  
  # Sina (jittered) points
  geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
  
  # Colors
  scale_fill_manual(values = fill_colors) +
  scale_color_manual(values = line_colors) +
  
  # X-axis labels
  scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
  
  # Axis labels
  labs(x = NULL, y = "Final eEPSC Amplitude (pA)") +

  # Remove legend
  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_HFS_amp_anova_plot

ANOVA for Baseline PPR

# data frame
female_PPR_df <- PPR_plot_df %>%
  filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control","AM251")) %>% 
  mutate(cat_treat = factor(
    interaction(category, treatment),
    levels = c("1.Control", "2.Control", "2.AM251", "3.Control")
  ))

female_PPR_df
## # A tibble: 74 × 8
##    letter state    category treatment sex    facet_group mean_PPR_cell cat_treat
##    <fct>  <chr>    <fct>    <fct>     <fct>  <fct>               <dbl> <fct>    
##  1 LS1    Baseline 1        Control   Female 1.Control.…         0.954 1.Control
##  2 LS1    HFS      1        Control   Female 1.Control.…         0.761 1.Control
##  3 LS10   Baseline 1        Control   Female 1.Control.…         0.291 1.Control
##  4 LS10   HFS      1        Control   Female 1.Control.…         0.232 1.Control
##  5 LS2    Baseline 1        Control   Female 1.Control.…         0.618 1.Control
##  6 LS2    HFS      1        Control   Female 1.Control.…         0.771 1.Control
##  7 LS3    Baseline 1        Control   Female 1.Control.…         0.702 1.Control
##  8 LS3    HFS      1        Control   Female 1.Control.…         0.830 1.Control
##  9 LS4    Baseline 1        Control   Female 1.Control.…         1.55  1.Control
## 10 LS4    HFS      1        Control   Female 1.Control.…         1.01  1.Control
## # ℹ 64 more rows
# assumptions

library(car)
leveneTest(mean_PPR_cell ~ cat_treat, data = female_PPR_df)
## Levene's Test for Homogeneity of Variance (center = median)
##       Df F value  Pr(>F)  
## group  3  2.6186 0.05761 .
##       70                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
# variances are homogeneous
# anova

female_baseline_PPR_anova <- aov(mean_PPR_cell ~ cat_treat, data = female_PPR_df %>% filter(state == "Baseline"))

summary(female_baseline_PPR_anova)
##             Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat    3  0.475  0.1582   1.053  0.382
## Residuals   33  4.958  0.1502
# residuals
female_baseline_PPR_anova_residuals <- residuals(female_baseline_PPR_anova)

# check normality of residuals
shapiro.test(female_baseline_PPR_anova_residuals)
## 
##  Shapiro-Wilk normality test
## 
## data:  female_baseline_PPR_anova_residuals
## W = 0.97803, p-value = 0.663
hist(female_baseline_PPR_anova_residuals, breaks = 10, main = "Residuals Histogram")

qqnorm(female_baseline_PPR_anova_residuals)
qqline(female_baseline_PPR_anova_residuals, col = "red")

# NORMAL !!
fill_colors <- c(
  "1.Control" = "#f5e0b3",
  "2.Control" = "#f19cac",
  "2.AM251"   = "#ffadff",
  "3.Control" = "#6497b1"
)

line_colors <- c(
  "1.Control" = "#ecc479",
  "2.Control" = "#eb647e",
  "2.AM251"   = "#c11c84",
  "3.Control" = "#005b96"
)

df_baseline <- female_PPR_df %>% filter(state == "Baseline")

# Plot
female_baseline_PPR_anova_plot <- ggplot(df_baseline, aes(x = cat_treat, y = mean_PPR_cell)) +
  
  # theme
  patchclampplotteR_theme() +
  
  # Boxplots
  geom_boxplot(aes(fill = cat_treat, color = cat_treat),
               alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
  
  # Sina (jittered) points
  geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
  
  # Colors
  scale_fill_manual(values = fill_colors) +
  scale_color_manual(values = line_colors) +
  
  # X-axis labels
  scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
  
  # Axis labels
  labs(x = NULL, y = "Baseline Paired Pulse Ratio") +
  
  stat_compare_means(method = "anova", label.y = max(df_baseline$mean_PPR_cell) + 0.5) + 


  # Remove legend
  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_baseline_PPR_anova_plot

ANOVA for post HFS PPR

# using same data frame as earlier, already know variances are homogeneous

female_HFS_PPR_anova <- aov(mean_PPR_cell ~ cat_treat, data = female_PPR_df %>% filter(state == "HFS"))

summary(female_HFS_PPR_anova)
##             Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat    3  1.341  0.4471     1.9  0.149
## Residuals   33  7.764  0.2353
# residuals
female_HFS_PPR_anova_residuals <- residuals(female_HFS_PPR_anova)

# check normality of residuals
shapiro.test(female_HFS_PPR_anova_residuals)
## 
##  Shapiro-Wilk normality test
## 
## data:  female_HFS_PPR_anova_residuals
## W = 0.96936, p-value = 0.3914
hist(female_HFS_PPR_anova_residuals, breaks = 10, main = "Residuals Histogram")

qqnorm(female_HFS_PPR_anova_residuals)
qqline(female_HFS_PPR_anova_residuals, col = "red")

# NORMAL !!
fill_colors <- c(
  "1.Control" = "#f5e0b3",
  "2.Control" = "#f19cac",
  "2.AM251"   = "#ffadff",
  "3.Control" = "#6497b1"
)

line_colors <- c(
  "1.Control" = "#ecc479",
  "2.Control" = "#eb647e",
  "2.AM251"   = "#c11c84",
  "3.Control" = "#005b96"
)

df_HFS <- female_PPR_df %>% filter(state == "HFS")

# Plot
female_HFS_PPR_anova_plot <- ggplot(df_HFS, aes(x = cat_treat, y = mean_PPR_cell)) +
  
  # theme
  patchclampplotteR_theme() +
  
  # Boxplots
  geom_boxplot(aes(fill = cat_treat, color = cat_treat),
               alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
  
  # Sina (jittered) points
  geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
  
  # Colors
  scale_fill_manual(values = fill_colors) +
  scale_color_manual(values = line_colors) +
  
  # X-axis labels
  scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
  
  # Axis labels
  labs(x = NULL, y = "Final Paired Pulse Ratio") +
  
  stat_compare_means(method = "anova", label.y = max(df_HFS$mean_PPR_cell) + 0.5) + 


  # Remove legend
  guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_HFS_PPR_anova_plot

Repeated Measures ANOVA for naive

# convert to long

library(tidyr)
library(dplyr)

df_long <- summary_eEPSC_df$percent_change_data %>%
  pivot_longer(
    cols = c(t0to5, t5to10, t10to15, t15to20, t20to25, t25to30),  # ONLY the time columns
    names_to = "time",         # new column for time window
    values_to = "time_value"   # new column for the corresponding value of that time window
  ) %>%
  select(letter, category, sex, treatment, time, time_value, percent_change) %>%
  mutate(
    time = factor(time, levels = c("t0to5","t5to10","t10to15","t15to20","t20to25","t25to30"))
  )


# filtering for each group individually